2024-12-18T00:14:51.2330207Z Current runner version: '2.321.0' 2024-12-18T00:14:51.2337428Z Runner name: 'i-060ec8635a6720220' 2024-12-18T00:14:51.2338449Z Runner group name: 'Default' 2024-12-18T00:14:51.2339672Z Machine name: 'ip-10-0-23-213' 2024-12-18T00:14:51.2345499Z ##[group]GITHUB_TOKEN Permissions 2024-12-18T00:14:51.2348213Z Actions: read 2024-12-18T00:14:51.2349068Z Attestations: read 2024-12-18T00:14:51.2349929Z Checks: read 2024-12-18T00:14:51.2350620Z Contents: read 2024-12-18T00:14:51.2351423Z Deployments: read 2024-12-18T00:14:51.2352204Z Discussions: read 2024-12-18T00:14:51.2352941Z Issues: read 2024-12-18T00:14:51.2353748Z Metadata: read 2024-12-18T00:14:51.2354471Z Packages: read 2024-12-18T00:14:51.2355193Z Pages: read 2024-12-18T00:14:51.2356013Z PullRequests: read 2024-12-18T00:14:51.2356791Z RepositoryProjects: read 2024-12-18T00:14:51.2357655Z SecurityEvents: read 2024-12-18T00:14:51.2358437Z Statuses: read 2024-12-18T00:14:51.2359243Z ##[endgroup] 2024-12-18T00:14:51.2362814Z Secret source: Actions 2024-12-18T00:14:51.2363985Z Prepare workflow directory 2024-12-18T00:14:51.7016587Z Prepare all required actions 2024-12-18T00:14:51.7056850Z Getting action download info 2024-12-18T00:14:51.9252999Z Download action repository 'pytorch/test-infra@release/2.6' (SHA:eb0adf5a84668865394af69e26428b32c8105c1c) 2024-12-18T00:14:53.8508002Z Download action repository 'pytorch/pytorch@release/2.6' (SHA:0cdf8b1d09254cfda66191d1bd01e3041c3c76f7) 2024-12-18T00:15:07.9807767Z Download action repository 'aws-actions/configure-aws-credentials@v3' (SHA:50ac8dd1e1b10d09dac7b8727528b91bed831ac0) 2024-12-18T00:15:08.1764705Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2024-12-18T00:15:08.4545194Z Getting action download info 2024-12-18T00:15:08.5951571Z Download action repository 'malfet/checkout@silent-checkout' (SHA:e07af140b3ccefc05679e3755b9db68f4ee4589c) 2024-12-18T00:15:08.8649856Z Getting action download info 2024-12-18T00:15:09.0149915Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2024-12-18T00:15:09.1939028Z Getting action download info 2024-12-18T00:15:09.3360437Z Download action repository 'nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482' (SHA:3e91a01664abd3c5cd539100d10d33b9c5b68482) 2024-12-18T00:15:09.5150272Z Getting action download info 2024-12-18T00:15:09.6494431Z Download action repository 'pytorch/test-infra@main' (SHA:a07505a74641a4ff5123d635defac481ef28ef1e) 2024-12-18T00:15:11.1932070Z Uses: pytorch/pytorch/.github/workflows/_linux-test.yml@refs/heads/release/2.6 (0cdf8b1d09254cfda66191d1bd01e3041c3c76f7) 2024-12-18T00:15:11.1934085Z ##[group] Inputs 2024-12-18T00:15:11.1934580Z build-environment: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck 2024-12-18T00:15:11.1937938Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 2, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 3, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 4, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 5, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 6, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 7, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 8, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}]} 2024-12-18T00:15:11.1942039Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:15:11.1943118Z sync-tag: 2024-12-18T00:15:11.1943953Z timeout-minutes: 300 2024-12-18T00:15:11.1944372Z use-gha: 2024-12-18T00:15:11.1944815Z dashboard-tag: 2024-12-18T00:15:11.1945153Z s3-bucket: gha-artifacts 2024-12-18T00:15:11.1945628Z aws-role-to-assume: 2024-12-18T00:15:11.1946254Z disable-monitor: false 2024-12-18T00:15:11.1946624Z ##[endgroup] 2024-12-18T00:15:11.1947379Z Complete job name: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:15:11.2542361Z A job started hook has been configured by the self-hosted runner administrator 2024-12-18T00:15:11.2640740Z ##[group]Run '/home/ec2-user/runner-scripts/before_job.sh' 2024-12-18T00:15:11.2651908Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:15:11.2652501Z ##[endgroup] 2024-12-18T00:15:13.0873850Z Runner Type: linux.g5.4xlarge.nvidia.gpu 2024-12-18T00:15:13.0874298Z Instance Type: g5.4xlarge 2024-12-18T00:15:13.0874593Z AMI Name: unknown 2024-12-18T00:15:13.0911625Z AMI ID: ami-0fff1b9a61dec8a5f 2024-12-18T00:15:18.8942256Z ##[group]Run pytorch/test-infra/.github/actions/setup-ssh@release/2.6 2024-12-18T00:15:18.8942678Z with: 2024-12-18T00:15:18.8943275Z github-secret: *** 2024-12-18T00:15:18.8943916Z instructions: All testing is done inside the container, to start an interactive session run: docker exec -it $(docker container ps --format '{{.ID}}') bash 2024-12-18T00:15:18.8944606Z activate-with-label: false 2024-12-18T00:15:18.8944879Z label: with-ssh 2024-12-18T00:15:18.8945122Z remove-existing-keys: true 2024-12-18T00:15:18.8945401Z fail-silently: true 2024-12-18T00:15:18.8945638Z env: 2024-12-18T00:15:18.8945856Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:15:18.8946142Z ##[endgroup] 2024-12-18T00:15:19.0156108Z Please see https://github.com/pytorch/pytorch/wiki/Debugging-using-with-ssh-for-Github-Actions for more info. 2024-12-18T00:15:19.0157125Z Not on pull request and ciflow reference could not be extracted, skipping adding ssh keys 2024-12-18T00:15:19.0308871Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@release/2.6 2024-12-18T00:15:19.0309316Z with: 2024-12-18T00:15:19.0309526Z no-sudo: true 2024-12-18T00:15:19.0309788Z submodules: recursive 2024-12-18T00:15:19.0310047Z fetch-depth: 0 2024-12-18T00:15:19.0310272Z env: 2024-12-18T00:15:19.0310477Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:15:19.0310734Z ##[endgroup] 2024-12-18T00:15:19.0391337Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:15:19.0392216Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:15:19.0402662Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:15:19.0403173Z env: 2024-12-18T00:15:19.0403417Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:15:19.0403717Z ##[endgroup] 2024-12-18T00:15:19.0503521Z ##[group]Run retry () { 2024-12-18T00:15:19.0503812Z retry () { 2024-12-18T00:15:19.0504139Z  $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*) 2024-12-18T00:15:19.0504514Z } 2024-12-18T00:15:19.0504755Z echo "${GITHUB_WORKSPACE}" 2024-12-18T00:15:19.0505070Z if [ -z "${NO_SUDO}" ]; then 2024-12-18T00:15:19.0505414Z  retry sudo rm -rf "${GITHUB_WORKSPACE}" 2024-12-18T00:15:19.0505737Z else 2024-12-18T00:15:19.0506006Z  retry rm -rf "${GITHUB_WORKSPACE}" 2024-12-18T00:15:19.0506324Z fi 2024-12-18T00:15:19.0506566Z mkdir "${GITHUB_WORKSPACE}" 2024-12-18T00:15:19.0515898Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:15:19.0516300Z env: 2024-12-18T00:15:19.0516534Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:15:19.0516799Z NO_SUDO: true 2024-12-18T00:15:19.0517034Z ##[endgroup] 2024-12-18T00:15:19.0546008Z /home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:15:24.7801222Z ##[group]Run malfet/checkout@silent-checkout 2024-12-18T00:15:24.7801550Z with: 2024-12-18T00:15:24.7801802Z ref: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:15:24.7802125Z fetch-depth: 0 2024-12-18T00:15:24.7802357Z submodules: recursive 2024-12-18T00:15:24.7802614Z quiet-checkout: true 2024-12-18T00:15:24.7803018Z repository: pytorch/pytorch 2024-12-18T00:15:24.7803400Z token: *** 2024-12-18T00:15:24.7803622Z ssh-strict: true 2024-12-18T00:15:24.7803869Z persist-credentials: true 2024-12-18T00:15:24.7804132Z clean: true 2024-12-18T00:15:24.7804378Z sparse-checkout-cone-mode: true 2024-12-18T00:15:24.7804664Z lfs: false 2024-12-18T00:15:24.7804886Z set-safe-directory: true 2024-12-18T00:15:24.7805140Z env: 2024-12-18T00:15:24.7805351Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:15:24.7805602Z ##[endgroup] 2024-12-18T00:15:24.8708553Z Syncing repository: pytorch/pytorch 2024-12-18T00:15:24.8709701Z ##[group]Getting Git version info 2024-12-18T00:15:24.8710180Z Working directory is '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2024-12-18T00:15:24.8710798Z [command]/usr/bin/git version 2024-12-18T00:15:24.8711074Z git version 2.40.1 2024-12-18T00:15:24.8728303Z ##[endgroup] 2024-12-18T00:15:24.8741426Z Temporarily overriding HOME='/home/ec2-user/actions-runner/_work/_temp/9cbcc981-bb26-4328-a16e-1babcd4fbe51' before making global git config changes 2024-12-18T00:15:24.8742321Z Adding repository directory to the temporary git global config as a safe directory 2024-12-18T00:15:24.8745237Z [command]/usr/bin/git config --global --add safe.directory /home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:15:24.8778547Z Deleting the contents of '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2024-12-18T00:15:24.8781642Z ##[group]Initializing the repository 2024-12-18T00:15:24.8784042Z [command]/usr/bin/git init /home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:15:24.8815335Z hint: Using 'master' as the name for the initial branch. This default branch name 2024-12-18T00:15:24.8815954Z hint: is subject to change. To configure the initial branch name to use in all 2024-12-18T00:15:24.8816479Z hint: of your new repositories, which will suppress this warning, call: 2024-12-18T00:15:24.8816869Z hint: 2024-12-18T00:15:24.8817152Z hint: git config --global init.defaultBranch 2024-12-18T00:15:24.8817487Z hint: 2024-12-18T00:15:24.8817811Z hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and 2024-12-18T00:15:24.8818341Z hint: 'development'. The just-created branch can be renamed via this command: 2024-12-18T00:15:24.8818759Z hint: 2024-12-18T00:15:24.8818976Z hint: git branch -m 2024-12-18T00:15:24.8820867Z Initialized empty Git repository in /home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/ 2024-12-18T00:15:24.8828879Z [command]/usr/bin/git remote add origin https://github.com/pytorch/pytorch 2024-12-18T00:15:24.8866309Z ##[endgroup] 2024-12-18T00:15:24.8866759Z ##[group]Disabling automatic garbage collection 2024-12-18T00:15:24.8869214Z [command]/usr/bin/git config --local gc.auto 0 2024-12-18T00:15:24.8896481Z ##[endgroup] 2024-12-18T00:15:24.8896871Z ##[group]Setting up auth 2024-12-18T00:15:24.8901256Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2024-12-18T00:15:24.8928730Z [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' || :" 2024-12-18T00:15:24.9271653Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2024-12-18T00:15:24.9298822Z [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' || :" 2024-12-18T00:15:24.9644953Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic *** 2024-12-18T00:15:24.9686366Z ##[endgroup] 2024-12-18T00:15:24.9686798Z ##[group]Fetching the repository 2024-12-18T00:15:24.9692057Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --progress --no-recurse-submodules --quiet origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/* 2024-12-18T00:15:27.7471598Z remote: Enumerating objects: 1056459 2024-12-18T00:15:27.7472065Z remote: Enumerating objects: 1057269, done. 2024-12-18T00:15:27.7472446Z remote: 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(697/810) 2024-12-18T00:15:27.7505933Z remote: Counting objects: 87% (705/810) 2024-12-18T00:15:27.7506282Z remote: Counting objects: 88% (713/810) 2024-12-18T00:15:27.7506644Z remote: Counting objects: 89% (721/810) 2024-12-18T00:15:27.7507002Z remote: Counting objects: 90% (729/810) 2024-12-18T00:15:27.7507362Z remote: Counting objects: 91% (738/810) 2024-12-18T00:15:27.7507726Z remote: Counting objects: 92% (746/810) 2024-12-18T00:15:27.7508077Z remote: Counting objects: 93% (754/810) 2024-12-18T00:15:27.7508435Z remote: Counting objects: 94% (762/810) 2024-12-18T00:15:27.7508790Z remote: Counting objects: 95% (770/810) 2024-12-18T00:15:27.7509149Z remote: Counting objects: 96% (778/810) 2024-12-18T00:15:27.7509505Z remote: Counting objects: 97% (786/810) 2024-12-18T00:15:27.7509856Z remote: Counting objects: 98% (794/810) 2024-12-18T00:15:27.7510321Z remote: Counting objects: 99% (802/810) 2024-12-18T00:15:27.7510679Z remote: Counting objects: 100% (810/810) 2024-12-18T00:15:27.7511065Z remote: Counting objects: 100% (810/810), done. 2024-12-18T00:15:27.7511456Z remote: Compressing objects: 0% (1/300) 2024-12-18T00:15:27.7580449Z remote: Compressing objects: 1% (3/300) 2024-12-18T00:15:27.7612894Z remote: Compressing objects: 2% (6/300) 2024-12-18T00:15:27.7680169Z remote: Compressing objects: 3% (9/300) 2024-12-18T00:15:27.7812884Z remote: Compressing objects: 4% (12/300) 2024-12-18T00:15:27.8203928Z remote: Compressing objects: 5% (15/300) 2024-12-18T00:15:27.8449753Z remote: Compressing objects: 6% (18/300) 2024-12-18T00:15:27.9190409Z remote: Compressing objects: 7% (21/300) 2024-12-18T00:15:27.9674010Z remote: Compressing objects: 8% (24/300) 2024-12-18T00:15:28.0086254Z remote: Compressing objects: 9% (27/300) 2024-12-18T00:15:28.0316504Z remote: Compressing objects: 10% (30/300) 2024-12-18T00:15:28.0422768Z remote: Compressing objects: 11% (33/300) 2024-12-18T00:15:28.0516489Z remote: Compressing objects: 12% (36/300) 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Compressing objects: 82% (246/300) 2024-12-18T00:15:28.0744883Z remote: Compressing objects: 83% (249/300) 2024-12-18T00:15:28.0747003Z remote: Compressing objects: 84% (252/300) 2024-12-18T00:15:28.0748932Z remote: Compressing objects: 85% (255/300) 2024-12-18T00:15:28.0750191Z remote: Compressing objects: 86% (258/300) 2024-12-18T00:15:28.0752077Z remote: Compressing objects: 87% (261/300) 2024-12-18T00:15:28.0753012Z remote: Compressing objects: 88% (264/300) 2024-12-18T00:15:28.0754190Z remote: Compressing objects: 89% (267/300) 2024-12-18T00:15:28.0755089Z remote: Compressing objects: 90% (270/300) 2024-12-18T00:15:28.0756177Z remote: Compressing objects: 91% (273/300) 2024-12-18T00:15:28.0757333Z remote: Compressing objects: 92% (276/300) 2024-12-18T00:15:28.0758191Z remote: Compressing objects: 93% (279/300) 2024-12-18T00:15:28.0759160Z remote: Compressing objects: 94% (282/300) 2024-12-18T00:15:28.0759634Z remote: Compressing objects: 95% (285/300) 2024-12-18T00:15:28.0760598Z remote: Compressing objects: 96% (288/300) 2024-12-18T00:15:28.0760970Z remote: Compressing objects: 97% (291/300) 2024-12-18T00:15:28.0761486Z remote: Compressing objects: 98% (294/300) 2024-12-18T00:15:28.0762059Z remote: Compressing objects: 99% (297/300) 2024-12-18T00:15:28.0762665Z remote: Compressing objects: 100% (300/300) 2024-12-18T00:15:28.0763163Z remote: Compressing objects: 100% (300/300), done. 2024-12-18T00:15:52.7890850Z remote: Total 1057269 (delta 664), reused 513 (delta 510), pack-reused 1056459 (from 4) 2024-12-18T00:16:15.3825572Z [command]/usr/bin/git rev-parse --verify --quiet 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7^{object} 2024-12-18T00:16:15.3851436Z 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:16:15.3856080Z ##[endgroup] 2024-12-18T00:16:15.3856523Z ##[group]Determining the checkout info 2024-12-18T00:16:15.3857002Z ##[endgroup] 2024-12-18T00:16:15.3857392Z ##[group]Checking out the ref 2024-12-18T00:16:15.3860139Z [command]/usr/bin/git checkout --quiet --force 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:16:17.1651518Z ##[endgroup] 2024-12-18T00:16:17.1651977Z ##[group]Setting up auth for fetching submodules 2024-12-18T00:16:17.1655436Z [command]/usr/bin/git config --global http.https://github.com/.extraheader AUTHORIZATION: basic *** 2024-12-18T00:16:17.1702152Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf 2024-12-18T00:16:17.1730525Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com: 2024-12-18T00:16:17.1758586Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com: 2024-12-18T00:16:17.1787001Z ##[endgroup] 2024-12-18T00:16:17.1787394Z ##[group]Fetching submodules 2024-12-18T00:16:17.1789440Z [command]/usr/bin/git submodule sync --recursive 2024-12-18T00:16:17.2157002Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2024-12-18T00:16:17.2514883Z Submodule 'android/libs/fbjni' (https://github.com/facebookincubator/fbjni.git) registered for path 'android/libs/fbjni' 2024-12-18T00:16:17.2517217Z Submodule 'third_party/NNPACK_deps/FP16' (https://github.com/Maratyszcza/FP16.git) registered for path 'third_party/FP16' 2024-12-18T00:16:17.2519102Z Submodule 'third_party/NNPACK_deps/FXdiv' (https://github.com/Maratyszcza/FXdiv.git) registered for path 'third_party/FXdiv' 2024-12-18T00:16:17.2522121Z Submodule 'third_party/NNPACK' (https://github.com/Maratyszcza/NNPACK.git) registered for path 'third_party/NNPACK' 2024-12-18T00:16:17.2525521Z Submodule 'third_party/NVTX' (https://github.com/NVIDIA/NVTX.git) registered for path 'third_party/NVTX' 2024-12-18T00:16:17.2529069Z Submodule 'third_party/VulkanMemoryAllocator' (https://github.com/GPUOpen-LibrariesAndSDKs/VulkanMemoryAllocator.git) registered for path 'third_party/VulkanMemoryAllocator' 2024-12-18T00:16:17.2532223Z Submodule 'third_party/XNNPACK' (https://github.com/google/XNNPACK.git) registered for path 'third_party/XNNPACK' 2024-12-18T00:16:17.2535672Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/benchmark' 2024-12-18T00:16:17.2539288Z Submodule 'third_party/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/composable_kernel' 2024-12-18T00:16:17.2542855Z Submodule 'third_party/cpp-httplib' (https://github.com/yhirose/cpp-httplib.git) registered for path 'third_party/cpp-httplib' 2024-12-18T00:16:17.2546587Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo.git) registered for path 'third_party/cpuinfo' 2024-12-18T00:16:17.2550546Z Submodule 'third_party/cudnn_frontend' (https://github.com/NVIDIA/cudnn-frontend.git) registered for path 'third_party/cudnn_frontend' 2024-12-18T00:16:17.2554405Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/cutlass' 2024-12-18T00:16:17.2558212Z Submodule 'third_party/eigen' (https://gitlab.com/libeigen/eigen.git) registered for path 'third_party/eigen' 2024-12-18T00:16:17.2562138Z Submodule 'third_party/fbgemm' (https://github.com/pytorch/fbgemm) registered for path 'third_party/fbgemm' 2024-12-18T00:16:17.2566515Z Submodule 'third_party/flatbuffers' (https://github.com/google/flatbuffers.git) registered for path 'third_party/flatbuffers' 2024-12-18T00:16:17.2573830Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/fmt' 2024-12-18T00:16:17.2578114Z Submodule 'third_party/gemmlowp/gemmlowp' (https://github.com/google/gemmlowp.git) registered for path 'third_party/gemmlowp/gemmlowp' 2024-12-18T00:16:17.2582306Z Submodule 'third_party/gloo' (https://github.com/facebookincubator/gloo) registered for path 'third_party/gloo' 2024-12-18T00:16:17.2586966Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/googletest' 2024-12-18T00:16:17.2591261Z Submodule 'third_party/ideep' (https://github.com/intel/ideep) registered for path 'third_party/ideep' 2024-12-18T00:16:17.2595748Z Submodule 'third_party/ittapi' (https://github.com/intel/ittapi.git) registered for path 'third_party/ittapi' 2024-12-18T00:16:17.2600270Z Submodule 'third_party/kineto' (https://github.com/pytorch/kineto) registered for path 'third_party/kineto' 2024-12-18T00:16:17.2605165Z Submodule 'third_party/mimalloc' (https://github.com/microsoft/mimalloc.git) registered for path 'third_party/mimalloc' 2024-12-18T00:16:17.2609739Z Submodule 'third_party/nccl/nccl' (https://github.com/NVIDIA/nccl) registered for path 'third_party/nccl/nccl' 2024-12-18T00:16:17.2614934Z Submodule 'third_party/nlohmann' (https://github.com/nlohmann/json.git) registered for path 'third_party/nlohmann' 2024-12-18T00:16:17.2619744Z Submodule 'third_party/onnx' (https://github.com/onnx/onnx.git) registered for path 'third_party/onnx' 2024-12-18T00:16:17.2624955Z Submodule 'third_party/opentelemetry-cpp' (https://github.com/open-telemetry/opentelemetry-cpp.git) registered for path 'third_party/opentelemetry-cpp' 2024-12-18T00:16:17.2629784Z Submodule 'third_party/pocketfft' (https://github.com/mreineck/pocketfft) registered for path 'third_party/pocketfft' 2024-12-18T00:16:17.2635068Z Submodule 'third_party/protobuf' (https://github.com/protocolbuffers/protobuf.git) registered for path 'third_party/protobuf' 2024-12-18T00:16:17.2640527Z Submodule 'third_party/NNPACK_deps/psimd' (https://github.com/Maratyszcza/psimd.git) registered for path 'third_party/psimd' 2024-12-18T00:16:17.2645646Z Submodule 'third_party/NNPACK_deps/pthreadpool' (https://github.com/Maratyszcza/pthreadpool.git) registered for path 'third_party/pthreadpool' 2024-12-18T00:16:17.2650959Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/pybind11' 2024-12-18T00:16:17.2659288Z Submodule 'third_party/python-peachpy' (https://github.com/malfet/PeachPy.git) registered for path 'third_party/python-peachpy' 2024-12-18T00:16:17.2664653Z Submodule 'third_party/sleef' (https://github.com/shibatch/sleef) registered for path 'third_party/sleef' 2024-12-18T00:16:17.2670204Z Submodule 'third_party/tensorpipe' (https://github.com/pytorch/tensorpipe.git) registered for path 'third_party/tensorpipe' 2024-12-18T00:16:17.2705031Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/android/libs/fbjni'... 2024-12-18T00:16:17.5723309Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FP16'... 2024-12-18T00:16:17.8071090Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FXdiv'... 2024-12-18T00:16:18.0322962Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NNPACK'... 2024-12-18T00:16:18.2813496Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NVTX'... 2024-12-18T00:16:18.5904737Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/VulkanMemoryAllocator'... 2024-12-18T00:16:20.4906804Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/XNNPACK'... 2024-12-18T00:16:31.5259913Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/benchmark'... 2024-12-18T00:16:31.9453404Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/composable_kernel'... 2024-12-18T00:16:34.2279095Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cpp-httplib'... 2024-12-18T00:16:34.7549714Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cpuinfo'... 2024-12-18T00:16:35.3860923Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cudnn_frontend'... 2024-12-18T00:16:36.5942980Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cutlass'... 2024-12-18T00:16:38.7242079Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/eigen'... 2024-12-18T00:16:44.7206612Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm'... 2024-12-18T00:16:46.4243650Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flatbuffers'... 2024-12-18T00:16:47.7561974Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fmt'... 2024-12-18T00:16:49.1195714Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/gemmlowp/gemmlowp'... 2024-12-18T00:16:49.6377981Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/gloo'... 2024-12-18T00:16:50.0590382Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/googletest'... 2024-12-18T00:16:51.1694231Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep'... 2024-12-18T00:16:51.6286054Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ittapi'... 2024-12-18T00:16:51.9797011Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto'... 2024-12-18T00:16:53.5941704Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/mimalloc'... 2024-12-18T00:16:54.4667581Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/nccl/nccl'... 2024-12-18T00:16:54.8798936Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/nlohmann'... 2024-12-18T00:17:01.9535769Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx'... 2024-12-18T00:17:04.0448244Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp'... 2024-12-18T00:17:08.9037986Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pocketfft'... 2024-12-18T00:17:09.1404317Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/protobuf'... 2024-12-18T00:17:18.4089694Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/psimd'... 2024-12-18T00:17:18.5985017Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pthreadpool'... 2024-12-18T00:17:18.8405666Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pybind11'... 2024-12-18T00:17:20.0219200Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/python-peachpy'... 2024-12-18T00:17:20.3433496Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/sleef'... 2024-12-18T00:17:21.0232859Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe'... 2024-12-18T00:17:21.4565341Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2024-12-18T00:17:21.4716464Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2024-12-18T00:17:21.4836410Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2024-12-18T00:17:21.5152511Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2024-12-18T00:17:21.5583245Z Submodule path 'third_party/NVTX': checked out 'e170594ac7cf1dac584da473d4ca9301087090c1' 2024-12-18T00:17:21.6041545Z Submodule path 'third_party/VulkanMemoryAllocator': checked out 'a6bfc237255a6bac1513f7c1ebde6d8aed6b5191' 2024-12-18T00:17:22.5197718Z Submodule path 'third_party/XNNPACK': checked out '4ea82e595b36106653175dcb04b2aa532660d0d8' 2024-12-18T00:17:22.5483347Z Submodule path 'third_party/benchmark': checked out '0d98dba29d66e93259db7daa53a9327df767a415' 2024-12-18T00:17:22.8391338Z Submodule path 'third_party/composable_kernel': checked out '50ee4267e27b875d149e642f4cebd47be1dc3b57' 2024-12-18T00:17:22.8964440Z Submodule path 'third_party/cpp-httplib': checked out '3b6597bba913d51161383657829b7e644e59c006' 2024-12-18T00:17:23.0092509Z Submodule path 'third_party/cpuinfo': checked out '1e83a2fdd3102f65c6f1fb602c1b320486218a99' 2024-12-18T00:17:23.0491910Z Submodule path 'third_party/cudnn_frontend': checked out '936021bfed8c91dc416af1588b2c4eca631a9e45' 2024-12-18T00:17:23.6688775Z Submodule path 'third_party/cutlass': checked out 'bbe579a9e3beb6ea6626d9227ec32d0dae119a49' 2024-12-18T00:17:23.9565763Z Submodule path 'third_party/eigen': checked out '3147391d946bb4b6c68edd901f2add6ac1f31f8c' 2024-12-18T00:17:24.0636975Z Submodule path 'third_party/fbgemm': checked out 'dbc3157bf256f1339b3fa1fef2be89ac4078be0e' 2024-12-18T00:17:24.0659746Z Submodule 'third_party/asmjit' (https://github.com/asmjit/asmjit.git) registered for path 'third_party/fbgemm/third_party/asmjit' 2024-12-18T00:17:24.0663584Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo) registered for path 'third_party/fbgemm/third_party/cpuinfo' 2024-12-18T00:17:24.0667359Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/fbgemm/third_party/cutlass' 2024-12-18T00:17:24.0671393Z Submodule 'third_party/googletest' (https://github.com/google/googletest) registered for path 'third_party/fbgemm/third_party/googletest' 2024-12-18T00:17:24.0676032Z Submodule 'third_party/hipify_torch' (https://github.com/ROCmSoftwarePlatform/hipify_torch.git) registered for path 'third_party/fbgemm/third_party/hipify_torch' 2024-12-18T00:17:24.0707250Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/asmjit'... 2024-12-18T00:17:25.0305577Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/cpuinfo'... 2024-12-18T00:17:25.7381284Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/cutlass'... 2024-12-18T00:17:27.9444838Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/googletest'... 2024-12-18T00:17:28.9691929Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/hipify_torch'... 2024-12-18T00:17:29.3807901Z Submodule path 'third_party/fbgemm/third_party/asmjit': checked out 'd3fbf7c9bc7c1d1365a94a45614b91c5a3706b81' 2024-12-18T00:17:29.4903692Z Submodule path 'third_party/fbgemm/third_party/cpuinfo': checked out 'ed8b86a253800bafdb7b25c5c399f91bff9cb1f3' 2024-12-18T00:17:29.9816135Z Submodule path 'third_party/fbgemm/third_party/cutlass': checked out 'fc9ebc645b63f3a6bc80aaefde5c063fb72110d6' 2024-12-18T00:17:30.0512798Z Submodule path 'third_party/fbgemm/third_party/googletest': checked out 'cbf019de22c8dd37b2108da35b2748fd702d1796' 2024-12-18T00:17:30.0666400Z Submodule path 'third_party/fbgemm/third_party/hipify_torch': checked out '23f53b025b466d8ec3c45d52290d3442f7fbe6b1' 2024-12-18T00:17:30.2262003Z Submodule path 'third_party/flatbuffers': checked out '01834de25e4bf3975a9a00e816292b1ad0fe184b' 2024-12-18T00:17:30.2712032Z Submodule path 'third_party/fmt': checked out '0c9fce2ffefecfdce794e1859584e25877b7b592' 2024-12-18T00:17:30.3174704Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2024-12-18T00:17:30.3496413Z Submodule path 'third_party/gloo': checked out '5354032ea08eadd7fc4456477f7f7c6308818509' 2024-12-18T00:17:30.4004206Z Submodule path 'third_party/googletest': checked out 'b514bdc898e2951020cbdca1304b75f5950d1f59' 2024-12-18T00:17:30.4166036Z Submodule path 'third_party/ideep': checked out 'c7ccd5bdbe5434ba156f4e856dcef0601637334b' 2024-12-18T00:17:30.4185158Z Submodule 'mkl-dnn' (https://github.com/intel/mkl-dnn.git) registered for path 'third_party/ideep/mkl-dnn' 2024-12-18T00:17:30.4215301Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep/mkl-dnn'... 2024-12-18T00:17:44.8835631Z Submodule path 'third_party/ideep/mkl-dnn': checked out '66f0cb9eb66affd2da3bf5f8d897376f04aae6af' 2024-12-18T00:17:44.9057012Z Submodule path 'third_party/ittapi': checked out '5b8a7d7422611c3a0d799fb5fc5dd4abfae35b42' 2024-12-18T00:17:45.0051785Z Submodule path 'third_party/kineto': checked out '338140f58a28d599da3434ced4fd2d75dd1a213d' 2024-12-18T00:17:45.0074157Z Submodule 'libkineto/third_party/dynolog' (https://github.com/facebookincubator/dynolog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog' 2024-12-18T00:17:45.0077747Z Submodule 'libkineto/third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/fmt' 2024-12-18T00:17:45.0081823Z Submodule 'libkineto/third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/googletest' 2024-12-18T00:17:45.0114752Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog'... 2024-12-18T00:17:45.7941478Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/fmt'... 2024-12-18T00:17:47.0310763Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/googletest'... 2024-12-18T00:17:48.2213346Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e' 2024-12-18T00:17:48.2233571Z Submodule 'third_party/DCGM' (https://github.com/NVIDIA/DCGM.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2024-12-18T00:17:48.2237401Z Submodule 'third_party/cpr' (https://github.com/libcpr/cpr.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2024-12-18T00:17:48.2240563Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2024-12-18T00:17:48.2244075Z Submodule 'third_party/gflags' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2024-12-18T00:17:48.2247894Z Submodule 'third_party/glog' (https://github.com/google/glog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2024-12-18T00:17:48.2251763Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2024-12-18T00:17:48.2255643Z Submodule 'third_party/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2024-12-18T00:17:48.2259524Z Submodule 'third_party/pfs' (https://github.com/dtrugman/pfs.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2024-12-18T00:17:48.2293169Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'... 2024-12-18T00:17:49.1663472Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'... 2024-12-18T00:17:49.5628073Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'... 2024-12-18T00:17:50.7543864Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'... 2024-12-18T00:17:51.0728804Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/glog'... 2024-12-18T00:17:51.5350406Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'... 2024-12-18T00:17:52.7116065Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/json'... 2024-12-18T00:18:00.0118103Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'... 2024-12-18T00:18:00.4561652Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2024-12-18T00:18:00.4800878Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2024-12-18T00:18:00.5225083Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2024-12-18T00:18:00.5396162Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2024-12-18T00:18:00.5416060Z Submodule 'doc' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2024-12-18T00:18:00.5446681Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'... 2024-12-18T00:18:00.9099421Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2024-12-18T00:18:00.9329978Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2024-12-18T00:18:00.9810038Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850' 2024-12-18T00:18:01.1014537Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2024-12-18T00:18:01.1219326Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2024-12-18T00:18:01.1671315Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164' 2024-12-18T00:18:01.2342814Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347' 2024-12-18T00:18:01.2802149Z Submodule path 'third_party/mimalloc': checked out 'b66e3214d8a104669c2ec05ae91ebc26a8f5ab78' 2024-12-18T00:18:01.3155358Z Submodule path 'third_party/nccl/nccl': checked out 'ab2b89c4c339bd7f816fbc114a4b05d386b66290' 2024-12-18T00:18:01.4494966Z Submodule path 'third_party/nlohmann': checked out '87cda1d6646592ac5866dc703c8e1839046a6806' 2024-12-18T00:18:01.9642960Z Submodule path 'third_party/onnx': checked out 'b8baa8446686496da4cc8fda09f2b6fe65c2a02c' 2024-12-18T00:18:01.9681681Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/onnx/third_party/pybind11' 2024-12-18T00:18:01.9712349Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx/third_party/pybind11'... 2024-12-18T00:18:03.2824279Z Submodule path 'third_party/onnx/third_party/pybind11': checked out '3e9dfa2866941655c56877882565e7577de6fc7b' 2024-12-18T00:18:03.3727741Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2024-12-18T00:18:03.3748956Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark) registered for path 'third_party/opentelemetry-cpp/third_party/benchmark' 2024-12-18T00:18:03.3752539Z Submodule 'third_party/googletest' (https://github.com/google/googletest) registered for path 'third_party/opentelemetry-cpp/third_party/googletest' 2024-12-18T00:18:03.3780747Z Submodule 'third_party/ms-gsl' (https://github.com/microsoft/GSL) registered for path 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2024-12-18T00:18:03.3781789Z Submodule 'third_party/nlohmann-json' (https://github.com/nlohmann/json) registered for path 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2024-12-18T00:18:03.3783127Z Submodule 'third_party/opentelemetry-proto' (https://github.com/open-telemetry/opentelemetry-proto) registered for path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2024-12-18T00:18:03.3784482Z Submodule 'third_party/opentracing-cpp' (https://github.com/opentracing/opentracing-cpp.git) registered for path 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2024-12-18T00:18:34.5852762Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2024-12-18T00:18:34.5908407Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2024-12-18T00:18:34.5968468Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2024-12-18T00:18:34.6039252Z Entering 'third_party/pocketfft' 2024-12-18T00:18:34.6091175Z Entering 'third_party/protobuf' 2024-12-18T00:18:34.6146137Z Entering 'third_party/protobuf/third_party/benchmark' 2024-12-18T00:18:34.6196331Z Entering 'third_party/protobuf/third_party/googletest' 2024-12-18T00:18:34.6249571Z Entering 'third_party/psimd' 2024-12-18T00:18:34.6305104Z Entering 'third_party/pthreadpool' 2024-12-18T00:18:34.6359951Z Entering 'third_party/pybind11' 2024-12-18T00:18:34.6419227Z Entering 'third_party/python-peachpy' 2024-12-18T00:18:34.6472246Z Entering 'third_party/sleef' 2024-12-18T00:18:34.6524161Z Entering 'third_party/tensorpipe' 2024-12-18T00:18:34.6575242Z Entering 'third_party/tensorpipe/third_party/googletest' 2024-12-18T00:18:34.6626853Z Entering 'third_party/tensorpipe/third_party/libnop' 2024-12-18T00:18:34.6676348Z Entering 'third_party/tensorpipe/third_party/libuv' 2024-12-18T00:18:34.6727627Z Entering 'third_party/tensorpipe/third_party/pybind11' 2024-12-18T00:18:34.6776341Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2024-12-18T00:18:34.6852292Z ##[endgroup] 2024-12-18T00:18:34.6888650Z [command]/usr/bin/git log -1 --format='%H' 2024-12-18T00:18:34.6912285Z '0cdf8b1d09254cfda66191d1bd01e3041c3c76f7' 2024-12-18T00:18:34.7085363Z Prepare all required actions 2024-12-18T00:18:34.7085951Z Getting action download info 2024-12-18T00:18:34.8737712Z ##[group]Run ./.github/actions/setup-linux 2024-12-18T00:18:34.8738024Z env: 2024-12-18T00:18:34.8738229Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:34.8738488Z ##[endgroup] 2024-12-18T00:18:34.8785792Z ##[group]Run set -euo pipefail 2024-12-18T00:18:34.8786137Z set -euo pipefail 2024-12-18T00:18:34.8786430Z function get_ec2_metadata() { 2024-12-18T00:18:34.8786805Z  # Pulled from instance metadata endpoint for EC2 2024-12-18T00:18:34.8787408Z  # see https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instancedata-data-retrieval.html 2024-12-18T00:18:34.8787944Z  category=$1 2024-12-18T00:18:34.8788308Z  # If it is GCP runner (runner name contains gcp), do not run this 2024-12-18T00:18:34.8788732Z  runner_name_str=i-060ec8635a6720220 2024-12-18T00:18:34.8789095Z  if [[ -f /.inarc ]]; then 2024-12-18T00:18:34.8789455Z  echo "ARC Runner, no info on ec2 metadata" 2024-12-18T00:18:34.8789829Z  elif [[ $runner_name_str == *"gcp"* ]]; then 2024-12-18T00:18:34.8790291Z  echo "Runner is from Google Cloud Platform, No info on ec2 metadata" 2024-12-18T00:18:34.8790704Z  else 2024-12-18T00:18:34.8791497Z  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}" 2024-12-18T00:18:34.8792332Z  fi 2024-12-18T00:18:34.8792563Z } 2024-12-18T00:18:34.8792872Z echo "ami-id: $(get_ec2_metadata ami-id)" 2024-12-18T00:18:34.8793284Z echo "instance-id: $(get_ec2_metadata instance-id)" 2024-12-18T00:18:34.8793740Z echo "instance-type: $(get_ec2_metadata instance-type)" 2024-12-18T00:18:34.8794144Z echo "system info $(uname -a)" 2024-12-18T00:18:34.8803154Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:34.8803518Z env: 2024-12-18T00:18:34.8803738Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:34.8804007Z ##[endgroup] 2024-12-18T00:18:34.8958478Z ami-id: ami-0fff1b9a61dec8a5f 2024-12-18T00:18:34.9068371Z instance-id: i-060ec8635a6720220 2024-12-18T00:18:34.9181598Z instance-type: g5.4xlarge 2024-12-18T00:18:34.9194509Z system info Linux ip-10-0-23-213.ec2.internal 6.1.109-118.189.amzn2023.x86_64 #1 SMP PREEMPT_DYNAMIC Tue Sep 10 08:59:12 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux 2024-12-18T00:18:34.9226898Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:18:34.9227750Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:18:34.9237009Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:34.9237395Z env: 2024-12-18T00:18:34.9237610Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:34.9237877Z ##[endgroup] 2024-12-18T00:18:34.9303701Z ##[group]Run if systemctl is-active --quiet docker; then 2024-12-18T00:18:34.9304128Z if systemctl is-active --quiet docker; then 2024-12-18T00:18:34.9304538Z  echo "Docker daemon is running..."; 2024-12-18T00:18:34.9304878Z else 2024-12-18T00:18:34.9305258Z  echo "Starting docker deamon..." && sudo systemctl start docker; 2024-12-18T00:18:34.9305710Z fi 2024-12-18T00:18:34.9314096Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:34.9314461Z env: 2024-12-18T00:18:34.9314679Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:34.9314932Z ##[endgroup] 2024-12-18T00:18:34.9394984Z Docker daemon is running... 2024-12-18T00:18:34.9443519Z ##[group]Run nick-fields/retry@v3.0.0 2024-12-18T00:18:34.9443819Z with: 2024-12-18T00:18:34.9444034Z shell: bash 2024-12-18T00:18:34.9444478Z timeout_minutes: 5 2024-12-18T00:18:34.9444727Z max_attempts: 3 2024-12-18T00:18:34.9444963Z retry_wait_seconds: 30 2024-12-18T00:18:34.9446991Z command: AWS_ACCOUNT_ID=$(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 2024-12-18T00:18:34.9449001Z polling_interval_seconds: 1 2024-12-18T00:18:34.9449280Z warning_on_retry: true 2024-12-18T00:18:34.9449543Z continue_on_error: false 2024-12-18T00:18:34.9449790Z env: 2024-12-18T00:18:34.9450013Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:34.9450324Z AWS_RETRY_MODE: standard 2024-12-18T00:18:34.9450591Z AWS_MAX_ATTEMPTS: 5 2024-12-18T00:18:34.9450852Z AWS_DEFAULT_REGION: us-east-1 2024-12-18T00:18:34.9451118Z ##[endgroup] 2024-12-18T00:18:36.1992844Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:18:36.1993421Z Configure a credential helper to remove this warning. See 2024-12-18T00:18:36.1993976Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:18:36.1994341Z 2024-12-18T00:18:36.1994437Z Login Succeeded 2024-12-18T00:18:37.0473781Z Command completed after 1 attempt(s). 2024-12-18T00:18:37.0556070Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2024-12-18T00:18:37.0556567Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2024-12-18T00:18:37.0557006Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2024-12-18T00:18:37.0566045Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:37.0566397Z env: 2024-12-18T00:18:37.0566608Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:37.0566886Z ##[endgroup] 2024-12-18T00:18:37.0674633Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T00:18:37.0675159Z # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T00:18:37.0675566Z # shellcheck disable=SC2046 2024-12-18T00:18:37.0675887Z docker stop $(docker ps -q) || true 2024-12-18T00:18:37.0676222Z # Prune all of the docker images 2024-12-18T00:18:37.0676543Z docker system prune -af 2024-12-18T00:18:37.0684656Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:37.0685014Z env: 2024-12-18T00:18:37.0685227Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:37.0685478Z ##[endgroup] 2024-12-18T00:18:37.0994217Z "docker stop" requires at least 1 argument. 2024-12-18T00:18:37.0994606Z See 'docker stop --help'. 2024-12-18T00:18:37.0994822Z 2024-12-18T00:18:37.0995031Z Usage: docker stop [OPTIONS] CONTAINER [CONTAINER...] 2024-12-18T00:18:37.0995334Z 2024-12-18T00:18:37.0995796Z Stop one or more running containers 2024-12-18T00:18:37.1176032Z Total reclaimed space: 0B 2024-12-18T00:18:37.1229448Z ##[group]Run set +e 2024-12-18T00:18:37.1229731Z set +e 2024-12-18T00:18:37.1229965Z set -x 2024-12-18T00:18:37.1230188Z  2024-12-18T00:18:37.1230433Z PT_DOMAIN=download.pytorch.org 2024-12-18T00:18:37.1230984Z # TODO: Flaky access to download.pytorch.org https://github.com/pytorch/pytorch/issues/100400, 2024-12-18T00:18:37.1231686Z # cleaning this up once the issue is fixed. There are more than one resolved IP here, the last 2024-12-18T00:18:37.1232185Z # one is returned at random 2024-12-18T00:18:37.1232562Z RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" | tail -n1) 2024-12-18T00:18:37.1232921Z  2024-12-18T00:18:37.1233356Z if [ -z "${RESOLVED_IP}" ]; then 2024-12-18T00:18:37.1233783Z  echo "Couldn't resolve ${PT_DOMAIN}, retrying with Google DNS..." 2024-12-18T00:18:37.1234292Z  RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" @8.8.8.8 | tail -n1) 2024-12-18T00:18:37.1234672Z  2024-12-18T00:18:37.1234921Z  if [ -z "${RESOLVED_IP}" ]; then 2024-12-18T00:18:37.1235296Z  echo "Couldn't resolve ${PT_DOMAIN}, exiting..." 2024-12-18T00:18:37.1235637Z  exit 1 2024-12-18T00:18:37.1235877Z  fi 2024-12-18T00:18:37.1236100Z fi 2024-12-18T00:18:37.1236312Z  2024-12-18T00:18:37.1236580Z if grep -r "${PT_DOMAIN}" /etc/hosts; then 2024-12-18T00:18:37.1236942Z  # Clean up any old records first 2024-12-18T00:18:37.1237298Z  sudo sed -i "/${PT_DOMAIN}/d" /etc/hosts 2024-12-18T00:18:37.1237624Z fi 2024-12-18T00:18:37.1237841Z  2024-12-18T00:18:37.1238160Z echo "${RESOLVED_IP} ${PT_DOMAIN}" | sudo tee -a /etc/hosts 2024-12-18T00:18:37.1238542Z cat /etc/hosts 2024-12-18T00:18:37.1247566Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:37.1247937Z env: 2024-12-18T00:18:37.1248154Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:37.1248418Z ##[endgroup] 2024-12-18T00:18:37.1279355Z + PT_DOMAIN=download.pytorch.org 2024-12-18T00:18:37.1285525Z ++ dig -4 +short download.pytorch.org 2024-12-18T00:18:37.1285949Z ++ tail -n1 2024-12-18T00:18:37.1611901Z + RESOLVED_IP=3.171.85.110 2024-12-18T00:18:37.1612261Z + '[' -z 3.171.85.110 ']' 2024-12-18T00:18:37.1612571Z + grep -r download.pytorch.org /etc/hosts 2024-12-18T00:18:37.1625733Z 3.167.99.89 download.pytorch.org 2024-12-18T00:18:37.1627882Z + sudo sed -i /download.pytorch.org/d /etc/hosts 2024-12-18T00:18:37.2613663Z + echo '3.171.85.110 download.pytorch.org' 2024-12-18T00:18:37.2614535Z + sudo tee -a /etc/hosts 2024-12-18T00:18:37.2938123Z 3.171.85.110 download.pytorch.org 2024-12-18T00:18:37.2959462Z + cat /etc/hosts 2024-12-18T00:18:37.2970877Z 127.0.0.1 localhost localhost.localdomain localhost4 localhost4.localdomain4 2024-12-18T00:18:37.2975313Z ::1 localhost6 localhost6.localdomain6 2024-12-18T00:18:37.2975828Z 3.171.85.110 download.pytorch.org 2024-12-18T00:18:37.3139588Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@release/2.6 2024-12-18T00:18:37.3140063Z with: 2024-12-18T00:18:37.3140742Z docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3141556Z docker-build-dir: .ci/docker 2024-12-18T00:18:37.3141845Z working-directory: . 2024-12-18T00:18:37.3142195Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:37.3142582Z force-push: false 2024-12-18T00:18:37.3142819Z env: 2024-12-18T00:18:37.3143037Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:37.3143300Z ##[endgroup] 2024-12-18T00:18:37.3171962Z ##[group]Run set -ex 2024-12-18T00:18:37.3172240Z set -ex 2024-12-18T00:18:37.3172467Z  2024-12-18T00:18:37.3172843Z # If the docker build directory or the build script doesn't exist, the action will 2024-12-18T00:18:37.3173675Z # gracefully return the docker image name as it is. Pulling docker image in Linux 2024-12-18T00:18:37.3174200Z # job could then download the pre-built image as usual 2024-12-18T00:18:37.3174677Z if [[ ! -d "${DOCKER_BUILD_DIR}" ]] || [[ ! -f "${DOCKER_BUILD_DIR}/build.sh" ]]; then 2024-12-18T00:18:37.3175121Z  echo "skip=true" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3175548Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3175933Z  2024-12-18T00:18:37.3176275Z  echo "There is no Docker build script in ${REPO_NAME} repo, skipping..." 2024-12-18T00:18:37.3176683Z  exit 0 2024-12-18T00:18:37.3176914Z else 2024-12-18T00:18:37.3177173Z  echo "skip=false" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3177491Z fi 2024-12-18T00:18:37.3177704Z  2024-12-18T00:18:37.3178037Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then 2024-12-18T00:18:37.3178594Z  # The docker image name already includes the ECR prefix and tag, so we can just 2024-12-18T00:18:37.3179095Z  # use it as it is, but first let's extract the tag 2024-12-18T00:18:37.3179546Z  DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}') 2024-12-18T00:18:37.3180023Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3180482Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3181019Z else 2024-12-18T00:18:37.3181325Z  DOCKER_TAG=$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}") 2024-12-18T00:18:37.3181765Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3182414Z  echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3182955Z fi 2024-12-18T00:18:37.3191922Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:37.3192311Z env: 2024-12-18T00:18:37.3192530Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:37.3192798Z REPO_NAME: pytorch 2024-12-18T00:18:37.3193493Z DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3194232Z DOCKER_BUILD_DIR: .ci/docker 2024-12-18T00:18:37.3194587Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:37.3194951Z ##[endgroup] 2024-12-18T00:18:37.3223860Z + [[ ! -d .ci/docker ]] 2024-12-18T00:18:37.3224138Z + [[ ! -f .ci/docker/build.sh ]] 2024-12-18T00:18:37.3224416Z + echo skip=false 2024-12-18T00:18:37.3225315Z + [[ 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 == *\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* ]] 2024-12-18T00:18:37.3231554Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3232282Z ++ awk -F '[:,]' '{print $2}' 2024-12-18T00:18:37.3255887Z + DOCKER_TAG=45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3256300Z + echo docker-tag=45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3257096Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3290886Z ##[group]Run set +e 2024-12-18T00:18:37.3291228Z set +e 2024-12-18T00:18:37.3291464Z set -x 2024-12-18T00:18:37.3291696Z  2024-12-18T00:18:37.3291912Z login() { 2024-12-18T00:18:37.3292371Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2024-12-18T00:18:37.3293008Z } 2024-12-18T00:18:37.3293219Z  2024-12-18T00:18:37.3293444Z retry () { 2024-12-18T00:18:37.3293712Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2024-12-18T00:18:37.3294021Z } 2024-12-18T00:18:37.3294236Z  2024-12-18T00:18:37.3294475Z retry login "${DOCKER_REGISTRY}" 2024-12-18T00:18:37.3294785Z  2024-12-18T00:18:37.3295002Z START_TIME=$(date +%s) 2024-12-18T00:18:37.3295291Z # Wait up to 90 minutes 2024-12-18T00:18:37.3295642Z while [[ $(( $(date +%s) - 5400 )) -lt $START_TIME ]]; do 2024-12-18T00:18:37.3296107Z  # Check if image already exists, if it does then skip building it 2024-12-18T00:18:37.3296568Z  if docker manifest inspect "${DOCKER_IMAGE}"; then 2024-12-18T00:18:37.3296926Z  exit 0 2024-12-18T00:18:37.3297156Z  fi 2024-12-18T00:18:37.3297375Z  2024-12-18T00:18:37.3297748Z  # NB: This flag is used by Docker build workflow to push the image to ECR, so we can 2024-12-18T00:18:37.3298374Z  # use this to differentiate between the Docker build and regular build jobs. For the 2024-12-18T00:18:37.3298982Z  # latter, it will wait for the Docker images to become available before continuing 2024-12-18T00:18:37.3299466Z  if [ "${DOCKER_PUSH:-false}" == "true" ]; then 2024-12-18T00:18:37.3299846Z  # It's a Docker build job, let's build the image 2024-12-18T00:18:37.3300180Z  break 2024-12-18T00:18:37.3300417Z  else 2024-12-18T00:18:37.3300747Z  # It's a regular build job, wait for the image to become available 2024-12-18T00:18:37.3301139Z  sleep 300 2024-12-18T00:18:37.3301379Z  fi 2024-12-18T00:18:37.3301601Z done 2024-12-18T00:18:37.3301821Z  2024-12-18T00:18:37.3302162Z # NB: This part requires a full checkout. Otherwise, the merge base will 2024-12-18T00:18:37.3302705Z # be empty. The default action would be to continue rebuild the image 2024-12-18T00:18:37.3303181Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then 2024-12-18T00:18:37.3303613Z  # if we're on the base branch then use the parent commit 2024-12-18T00:18:37.3304003Z  MERGE_BASE=$(git rev-parse HEAD~) 2024-12-18T00:18:37.3304314Z else 2024-12-18T00:18:37.3304633Z  # otherwise we're on a PR, so use the most recent base commit 2024-12-18T00:18:37.3305079Z  MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION") 2024-12-18T00:18:37.3305417Z fi 2024-12-18T00:18:37.3305636Z  2024-12-18T00:18:37.3305879Z if [[ -z "${MERGE_BASE}" ]]; then 2024-12-18T00:18:37.3306233Z  echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3306557Z  2024-12-18T00:18:37.3306997Z  echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..." 2024-12-18T00:18:37.3307510Z  exit 0 2024-12-18T00:18:37.3307864Z fi 2024-12-18T00:18:37.3308080Z  2024-12-18T00:18:37.3308383Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then 2024-12-18T00:18:37.3309017Z  echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit" 2024-12-18T00:18:37.3309546Z  exit 1 2024-12-18T00:18:37.3309779Z fi 2024-12-18T00:18:37.3309998Z  2024-12-18T00:18:37.3310346Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}") 2024-12-18T00:18:37.3310955Z # If no image exists but the hash is the same as the previous hash then we should error out here 2024-12-18T00:18:37.3311493Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then 2024-12-18T00:18:37.3312123Z  echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch" 2024-12-18T00:18:37.3312915Z  echo " Will re-build docker image to store in local cache, TTS may be longer" 2024-12-18T00:18:37.3313552Z fi 2024-12-18T00:18:37.3313768Z  2024-12-18T00:18:37.3314028Z echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2024-12-18T00:18:37.3322345Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:37.3322705Z env: 2024-12-18T00:18:37.3322988Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:37.3323260Z DOCKER_BUILD_DIR: .ci/docker 2024-12-18T00:18:37.3323619Z BASE_REVISION: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:18:37.3324403Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3325164Z DOCKER_TAG: 45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:37.3325600Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:37.3325985Z DOCKER_PUSH: 2024-12-18T00:18:37.3326210Z ##[endgroup] 2024-12-18T00:18:37.3352350Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:37.3352774Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:37.3355697Z + aws ecr get-login-password --region us-east-1 2024-12-18T00:18:37.3356948Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:37.8899276Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:18:37.8900600Z Configure a credential helper to remove this warning. See 2024-12-18T00:18:37.8901357Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:18:37.8901806Z 2024-12-18T00:18:37.8901911Z Login Succeeded 2024-12-18T00:18:37.8927450Z ++ date +%s 2024-12-18T00:18:37.8940342Z + START_TIME=1734481117 2024-12-18T00:18:37.8943967Z ++ date +%s 2024-12-18T00:18:37.8954461Z + [[ 1734475717 -lt 1734481117 ]] 2024-12-18T00:18:37.8955565Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:38.1393808Z { 2024-12-18T00:18:38.1394200Z "schemaVersion": 2, 2024-12-18T00:18:38.1394690Z "mediaType": "application/vnd.docker.distribution.manifest.v2+json", 2024-12-18T00:18:38.1395128Z "config": { 2024-12-18T00:18:38.1395469Z "mediaType": "application/vnd.docker.container.image.v1+json", 2024-12-18T00:18:38.1395934Z "size": 51437, 2024-12-18T00:18:38.1396487Z "digest": "sha256:b65eb04d202d09d38288537c826a71634f9f27efa0032af3404735ce099bb5b5" 2024-12-18T00:18:38.1396977Z }, 2024-12-18T00:18:38.1397256Z "layers": [ 2024-12-18T00:18:38.1397542Z { 2024-12-18T00:18:38.1397982Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1398528Z "size": 28580681, 2024-12-18T00:18:38.1398970Z "digest": "sha256:7a2c559011895d255fce249c00396abff5ae7e0c0a92931d0ed493e71de78e3a" 2024-12-18T00:18:38.1399439Z }, 2024-12-18T00:18:38.1399628Z { 2024-12-18T00:18:38.1400291Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1400696Z "size": 7943451, 2024-12-18T00:18:38.1401092Z "digest": "sha256:224fe954d7252f10539d243d6c9688806f7d13ad775ed02e7f7c79077844510d" 2024-12-18T00:18:38.1401528Z }, 2024-12-18T00:18:38.1401719Z { 2024-12-18T00:18:38.1402043Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1402448Z "size": 55728572, 2024-12-18T00:18:38.1402980Z "digest": 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"sha256:a64b1a78df7484e4d5d4b19fb46398e9102c1815bf422ebd82da610453cbe8b0" 2024-12-18T00:18:38.1510130Z }, 2024-12-18T00:18:38.1510324Z { 2024-12-18T00:18:38.1510643Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1511045Z "size": 7943, 2024-12-18T00:18:38.1511571Z "digest": "sha256:dd76514efb72386a17930052ecdd6a5a2746624659d6c28774f1493976e5be13" 2024-12-18T00:18:38.1512001Z }, 2024-12-18T00:18:38.1512192Z { 2024-12-18T00:18:38.1512509Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1512904Z "size": 8069, 2024-12-18T00:18:38.1513551Z "digest": "sha256:3054a258957368f47ebe07e331627b905bec024129c5f09a8baf3cb8fab1fa37" 2024-12-18T00:18:38.1513983Z }, 2024-12-18T00:18:38.1514177Z { 2024-12-18T00:18:38.1514505Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1514898Z "size": 303, 2024-12-18T00:18:38.1515297Z "digest": "sha256:c6a4b9703d82da31d5f73ba313a3ff4ca3d65a3f0c6d96f4b49908d3ad77b456" 2024-12-18T00:18:38.1515733Z }, 2024-12-18T00:18:38.1515925Z { 2024-12-18T00:18:38.1516238Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1516785Z "size": 7632853, 2024-12-18T00:18:38.1517184Z "digest": "sha256:d2ae6783ce4801493797bed61b102de493e3cc7b6ad65c8dad8058e85a7d2d1d" 2024-12-18T00:18:38.1517618Z }, 2024-12-18T00:18:38.1517806Z { 2024-12-18T00:18:38.1518118Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1518506Z "size": 108, 2024-12-18T00:18:38.1518892Z "digest": "sha256:b00b6e419f3d7806c2e7c8d02909fd10f8485cd59cb0169a1f1b45ded3d8599c" 2024-12-18T00:18:38.1519319Z }, 2024-12-18T00:18:38.1519506Z { 2024-12-18T00:18:38.1519821Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1520210Z "size": 54145652, 2024-12-18T00:18:38.1520609Z "digest": "sha256:078cfb70154b23bc4de375eca85b3cd7323f2b0449e944b9dd126c5c8e44ad87" 2024-12-18T00:18:38.1521066Z }, 2024-12-18T00:18:38.1521277Z { 2024-12-18T00:18:38.1521588Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1521976Z "size": 485, 2024-12-18T00:18:38.1522367Z "digest": "sha256:3d622b81cf85054c38ce87d45c4408b1957cbea48c7f3ae3775668cbd8783075" 2024-12-18T00:18:38.1522851Z }, 2024-12-18T00:18:38.1523044Z { 2024-12-18T00:18:38.1523359Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1523748Z "size": 1374859186, 2024-12-18T00:18:38.1524151Z "digest": "sha256:3d8b68499d557da8be289c1636abb44480f5a15b2675081f02121246d569e482" 2024-12-18T00:18:38.1524575Z }, 2024-12-18T00:18:38.1524764Z { 2024-12-18T00:18:38.1525082Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1535816Z "size": 106, 2024-12-18T00:18:38.1536221Z "digest": "sha256:24b26641a3451a6fa879b4e785eda3d503e5d1a9eb4264d4c0b966b47be03dee" 2024-12-18T00:18:38.1536665Z }, 2024-12-18T00:18:38.1536856Z { 2024-12-18T00:18:38.1537180Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1537576Z "size": 569, 2024-12-18T00:18:38.1537955Z "digest": "sha256:2be4504e03c6186de6c29056f7f798bc10589f477141a93b9a3b87d50384a1ae" 2024-12-18T00:18:38.1538396Z }, 2024-12-18T00:18:38.1538589Z { 2024-12-18T00:18:38.1538914Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1539306Z "size": 46248496, 2024-12-18T00:18:38.1539702Z "digest": "sha256:69b586440d7d168e63bfa78f27f740f8d594d60449833d666c4472a74ab8e0f3" 2024-12-18T00:18:38.1540134Z }, 2024-12-18T00:18:38.1540323Z { 2024-12-18T00:18:38.1540637Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1541029Z "size": 111, 2024-12-18T00:18:38.1541413Z "digest": "sha256:b4cdd8b3c15a5872a46b7de0972b37e84b92e5d854128a85dc37bd72256941fa" 2024-12-18T00:18:38.1541854Z }, 2024-12-18T00:18:38.1542048Z { 2024-12-18T00:18:38.1542365Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1542761Z "size": 532, 2024-12-18T00:18:38.1543150Z "digest": "sha256:f9eea4a7f948f81664cf31f9179c96637fa67cca80c5515dc199a517e956d5a8" 2024-12-18T00:18:38.1543597Z }, 2024-12-18T00:18:38.1543793Z { 2024-12-18T00:18:38.1544289Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1544688Z "size": 48289110, 2024-12-18T00:18:38.1545080Z "digest": "sha256:235c700adf92899588cb40ee9aa9d7683ef9cc8311e49ac212008806570a5757" 2024-12-18T00:18:38.1545518Z }, 2024-12-18T00:18:38.1545715Z { 2024-12-18T00:18:38.1546036Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1546430Z "size": 106, 2024-12-18T00:18:38.1546815Z "digest": "sha256:f25bb28f6d1a366e4521a23a972973a62e2067394599a0a44ed21100b298f85f" 2024-12-18T00:18:38.1547249Z }, 2024-12-18T00:18:38.1547441Z { 2024-12-18T00:18:38.1547758Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1548153Z "size": 32, 2024-12-18T00:18:38.1548538Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:18:38.1549071Z }, 2024-12-18T00:18:38.1549259Z { 2024-12-18T00:18:38.1549577Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1549967Z "size": 32, 2024-12-18T00:18:38.1550350Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:18:38.1550785Z }, 2024-12-18T00:18:38.1550995Z { 2024-12-18T00:18:38.1551332Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1551726Z "size": 32, 2024-12-18T00:18:38.1552111Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:18:38.1552547Z }, 2024-12-18T00:18:38.1552733Z { 2024-12-18T00:18:38.1553042Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:18:38.1553435Z "size": 32, 2024-12-18T00:18:38.1553818Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:18:38.1554253Z } 2024-12-18T00:18:38.1554449Z ] 2024-12-18T00:18:38.1554645Z } 2024-12-18T00:18:38.1554844Z + exit 0 2024-12-18T00:18:38.1586967Z ##[group]Run set -eux 2024-12-18T00:18:38.1587250Z set -eux 2024-12-18T00:18:38.1588040Z aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token | jq --raw-output '.SecretString' | jq -r .docker_hub_readonly_token | docker login --username pytorchbot --password-stdin 2024-12-18T00:18:38.1597408Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:38.1597762Z env: 2024-12-18T00:18:38.1597974Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:38.1598227Z ##[endgroup] 2024-12-18T00:18:38.1629111Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token 2024-12-18T00:18:38.1630447Z + jq --raw-output .SecretString 2024-12-18T00:18:38.1631379Z + jq -r .docker_hub_readonly_token 2024-12-18T00:18:38.1633333Z + docker login --username pytorchbot --password-stdin 2024-12-18T00:18:38.7870359Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:18:38.7870966Z Configure a credential helper to remove this warning. See 2024-12-18T00:18:38.7871504Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:18:38.7871862Z 2024-12-18T00:18:38.7872746Z Login Succeeded 2024-12-18T00:18:38.7968818Z ##[group]Run tag=${ECR_DOCKER_IMAGE##*/} 2024-12-18T00:18:38.7969170Z tag=${ECR_DOCKER_IMAGE##*/} 2024-12-18T00:18:38.7969551Z echo "docker pull ghcr.io/pytorch/ci-image:${tag/:/-}" 2024-12-18T00:18:38.7978411Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:38.7978768Z env: 2024-12-18T00:18:38.7978987Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:38.7979695Z ECR_DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:38.7980419Z ##[endgroup] 2024-12-18T00:18:38.8010686Z docker pull ghcr.io/pytorch/ci-image:pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9-45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:38.8064352Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@release/2.6 2024-12-18T00:18:38.8064796Z with: 2024-12-18T00:18:38.8065438Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:38.8066246Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:38.8066618Z env: 2024-12-18T00:18:38.8066831Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:38.8067090Z ##[endgroup] 2024-12-18T00:18:38.8091875Z ##[group]Run set -x 2024-12-18T00:18:38.8092147Z set -x 2024-12-18T00:18:38.8092381Z set +e 2024-12-18T00:18:38.8092606Z  2024-12-18T00:18:38.8092824Z login() { 2024-12-18T00:18:38.8093277Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2024-12-18T00:18:38.8093761Z } 2024-12-18T00:18:38.8094143Z  2024-12-18T00:18:38.8094377Z retry () { 2024-12-18T00:18:38.8094648Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2024-12-18T00:18:38.8094948Z } 2024-12-18T00:18:38.8095159Z  2024-12-18T00:18:38.8095394Z retry login "${DOCKER_REGISTRY}" 2024-12-18T00:18:38.8095693Z  2024-12-18T00:18:38.8095901Z set -e 2024-12-18T00:18:38.8096224Z # ignore output since only exit code is used for conditional 2024-12-18T00:18:38.8096686Z # only pull docker image if it's not available locally 2024-12-18T00:18:38.8097194Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then 2024-12-18T00:18:38.8097660Z  retry docker pull "${DOCKER_IMAGE}" 2024-12-18T00:18:38.8097969Z fi 2024-12-18T00:18:38.8106722Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:18:38.8107075Z env: 2024-12-18T00:18:38.8107290Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:18:38.8107996Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:38.8108796Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:38.8109175Z ##[endgroup] 2024-12-18T00:18:38.8138169Z + set +e 2024-12-18T00:18:38.8138638Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:38.8139066Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:38.8142252Z + aws ecr get-login-password --region us-east-1 2024-12-18T00:18:38.8143104Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:18:39.3458172Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:18:39.3458793Z Configure a credential helper to remove this warning. See 2024-12-18T00:18:39.3459431Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:18:39.3459973Z 2024-12-18T00:18:39.3460133Z Login Succeeded 2024-12-18T00:18:39.3485597Z + set -e 2024-12-18T00:18:39.3486361Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:39.3646111Z + retry docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:39.3647277Z + docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:18:39.6230520Z 45e1356b47a284893081276eff3000b7b534f3b1: Pulling from pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9 2024-12-18T00:18:39.6231269Z 7a2c55901189: Pulling fs layer 2024-12-18T00:18:39.6231713Z 224fe954d725: Pulling fs layer 2024-12-18T00:18:39.6232115Z 75722010b82e: Pulling fs layer 2024-12-18T00:18:39.6232544Z d527cbbb87e3: Pulling fs layer 2024-12-18T00:18:39.6233245Z b57676e46aee: Pulling fs layer 2024-12-18T00:18:39.6233589Z a8c1e85b5e14: Pulling fs layer 2024-12-18T00:18:39.6233985Z a41a8d1c11c8: Pulling fs layer 2024-12-18T00:18:39.6234385Z 0c1227890755: Pulling fs layer 2024-12-18T00:18:39.6234778Z d8d1234baab3: Pulling fs layer 2024-12-18T00:18:39.6235169Z 7ed32bc8e469: Pulling fs layer 2024-12-18T00:18:39.6235560Z ec1e7978c1fe: Pulling fs layer 2024-12-18T00:18:39.6235957Z 8a1fa5d724d9: Pulling fs layer 2024-12-18T00:18:39.6236338Z 0f9fc67acdf2: Pulling fs layer 2024-12-18T00:18:39.6236735Z 6e89233fb490: Pulling fs layer 2024-12-18T00:18:39.6237109Z 0c1227890755: Waiting 2024-12-18T00:18:39.6237463Z 3f97c6dcd567: Pulling fs layer 2024-12-18T00:18:39.6237767Z d527cbbb87e3: Waiting 2024-12-18T00:18:39.6238121Z 156a00cc46ff: Pulling fs layer 2024-12-18T00:18:39.6238467Z d18404c0207d: Pulling fs layer 2024-12-18T00:18:39.6238735Z b57676e46aee: Waiting 2024-12-18T00:18:39.6238981Z d8d1234baab3: Waiting 2024-12-18T00:18:39.6239488Z 2a0d11c464e9: Pulling fs layer 2024-12-18T00:18:39.6239763Z 02d6227b8c41: Pulling fs layer 2024-12-18T00:18:39.6240033Z 3de6ce0ef0c3: Pulling fs layer 2024-12-18T00:18:39.6240426Z 891ad597ad5d: Pulling fs layer 2024-12-18T00:18:39.6240826Z 262837ed11e6: Pulling fs layer 2024-12-18T00:18:39.6241174Z 1b684b15a394: Pulling fs layer 2024-12-18T00:18:39.6241447Z 7ba918172f20: Pulling fs layer 2024-12-18T00:18:39.6241779Z 46ce30c24b2b: Pulling fs layer 2024-12-18T00:18:39.6242053Z ade5cbcd5440: Pulling fs layer 2024-12-18T00:18:39.6242330Z ba9490908bfa: Pulling fs layer 2024-12-18T00:18:39.6242594Z a8c1e85b5e14: Waiting 2024-12-18T00:18:39.6242968Z 940539f0a48f: Pulling fs layer 2024-12-18T00:18:39.6243236Z 7ed32bc8e469: Waiting 2024-12-18T00:18:39.6243477Z 1e0d32b6ee25: Pulling fs layer 2024-12-18T00:18:39.6243747Z c2a68533b234: Pulling fs layer 2024-12-18T00:18:39.6244006Z 7ba918172f20: Waiting 2024-12-18T00:18:39.6244253Z c4f09b90c3ac: Pulling fs layer 2024-12-18T00:18:39.6244523Z 46ce30c24b2b: Waiting 2024-12-18T00:18:39.6244757Z ec1e7978c1fe: Waiting 2024-12-18T00:18:39.6245006Z 05836df025e1: Pulling fs layer 2024-12-18T00:18:39.6245275Z 61c7831994d4: Pulling fs layer 2024-12-18T00:18:39.6245547Z 53e309aaf985: Pulling fs layer 2024-12-18T00:18:39.6245815Z 2e998832f4a6: Pulling fs layer 2024-12-18T00:18:39.6246078Z fb325583226d: Pulling fs layer 2024-12-18T00:18:39.6246342Z 3de6ce0ef0c3: Waiting 2024-12-18T00:18:39.6246581Z 891ad597ad5d: Waiting 2024-12-18T00:18:39.6246828Z cc4b33adee05: Pulling fs layer 2024-12-18T00:18:39.6247095Z ade5cbcd5440: Waiting 2024-12-18T00:18:39.6247337Z 6a67733279fe: Pulling fs layer 2024-12-18T00:18:39.6247613Z 1df4cbd73d01: Pulling fs layer 2024-12-18T00:18:39.6247886Z e00a226e937c: Pulling fs layer 2024-12-18T00:18:39.6248162Z bd6f7ee5120e: Pulling fs layer 2024-12-18T00:18:39.6248424Z 1e0d32b6ee25: Waiting 2024-12-18T00:18:39.6248671Z ba9490908bfa: Waiting 2024-12-18T00:18:39.6249001Z 940539f0a48f: Waiting 2024-12-18T00:18:39.6249263Z 1b684b15a394: Waiting 2024-12-18T00:18:39.6249517Z 0da70245f7b9: Pulling fs layer 2024-12-18T00:18:39.6249784Z 8751a1f49246: Pulling fs layer 2024-12-18T00:18:39.6250135Z 3f97c6dcd567: Waiting 2024-12-18T00:18:39.6250386Z 4f4fb700ef54: Pulling fs layer 2024-12-18T00:18:39.6250651Z 6e89233fb490: Waiting 2024-12-18T00:18:39.6250884Z 0f9fc67acdf2: Waiting 2024-12-18T00:18:39.6251115Z cc4b33adee05: Waiting 2024-12-18T00:18:39.6251394Z 7b0e97ab420f: Pulling fs layer 2024-12-18T00:18:39.6251669Z bd6f7ee5120e: Waiting 2024-12-18T00:18:39.6251917Z 05836df025e1: Waiting 2024-12-18T00:18:39.6252155Z 745aa2cd7849: Pulling fs layer 2024-12-18T00:18:39.6252436Z 9fb6095f5afe: Pulling fs layer 2024-12-18T00:18:39.6252713Z d6f7260f8335: Pulling fs layer 2024-12-18T00:18:39.6252973Z 1df4cbd73d01: Waiting 2024-12-18T00:18:39.6253218Z 56a631132d45: Pulling fs layer 2024-12-18T00:18:39.6253470Z 6a67733279fe: Waiting 2024-12-18T00:18:39.6253704Z fb325583226d: Waiting 2024-12-18T00:18:39.6253936Z e00a226e937c: Waiting 2024-12-18T00:18:39.6254176Z 0da70245f7b9: Waiting 2024-12-18T00:18:39.6254568Z 748f39b0bf69: Pulling fs layer 2024-12-18T00:18:39.6254834Z 53e309aaf985: Waiting 2024-12-18T00:18:39.6255080Z f7f4d25db3c1: Pulling fs layer 2024-12-18T00:18:39.6255344Z 8751a1f49246: Waiting 2024-12-18T00:18:39.6255587Z efc2b17f2824: Pulling fs layer 2024-12-18T00:18:39.6255854Z 14b687336cef: Pulling fs layer 2024-12-18T00:18:39.6256114Z 262837ed11e6: Waiting 2024-12-18T00:18:39.6256350Z 4f4fb700ef54: Waiting 2024-12-18T00:18:39.6256599Z c02c526c5b86: Pulling fs layer 2024-12-18T00:18:39.6256948Z d18404c0207d: Waiting 2024-12-18T00:18:39.6257190Z 7b0e97ab420f: Waiting 2024-12-18T00:18:39.6257519Z 745aa2cd7849: Waiting 2024-12-18T00:18:39.6257796Z 15d7769f4445: Pulling fs layer 2024-12-18T00:18:39.6258126Z 748f39b0bf69: Waiting 2024-12-18T00:18:39.6258369Z 21e7e070160a: Pulling fs layer 2024-12-18T00:18:39.6258632Z 4a83246aaa72: Pulling fs layer 2024-12-18T00:18:39.6258902Z 48f1e0cce02f: Pulling fs layer 2024-12-18T00:18:39.6259166Z 8a1fa5d724d9: Waiting 2024-12-18T00:18:39.6259527Z a64b1a78df74: Pulling fs layer 2024-12-18T00:18:39.6259783Z d6f7260f8335: Waiting 2024-12-18T00:18:39.6260028Z dd76514efb72: Pulling fs layer 2024-12-18T00:18:39.6260300Z 3054a2589573: Pulling fs layer 2024-12-18T00:18:39.6260558Z 14b687336cef: Waiting 2024-12-18T00:18:39.6260791Z c02c526c5b86: Waiting 2024-12-18T00:18:39.6261035Z c6a4b9703d82: Pulling fs layer 2024-12-18T00:18:39.6261309Z d2ae6783ce48: Pulling fs layer 2024-12-18T00:18:39.6261582Z b00b6e419f3d: Pulling fs layer 2024-12-18T00:18:39.6261856Z 078cfb70154b: Pulling fs layer 2024-12-18T00:18:39.6262132Z 3d622b81cf85: Pulling fs layer 2024-12-18T00:18:39.6262395Z 3d8b68499d55: Pulling fs layer 2024-12-18T00:18:39.6262676Z 24b26641a345: Pulling fs layer 2024-12-18T00:18:39.6262942Z efc2b17f2824: Waiting 2024-12-18T00:18:39.6263205Z 2be4504e03c6: Pulling fs layer 2024-12-18T00:18:39.6263545Z 69b586440d7d: Pulling fs layer 2024-12-18T00:18:39.6263799Z 61c7831994d4: Waiting 2024-12-18T00:18:39.6264101Z b4cdd8b3c15a: Pulling fs layer 2024-12-18T00:18:39.6264386Z dd76514efb72: Waiting 2024-12-18T00:18:39.6264649Z f9eea4a7f948: Pulling fs layer 2024-12-18T00:18:39.6265005Z 3054a2589573: Waiting 2024-12-18T00:18:39.6265234Z 4a83246aaa72: Waiting 2024-12-18T00:18:39.6265471Z 56a631132d45: Waiting 2024-12-18T00:18:39.6265703Z 48f1e0cce02f: Waiting 2024-12-18T00:18:39.6265947Z 235c700adf92: Pulling fs layer 2024-12-18T00:18:39.6266258Z f25bb28f6d1a: Pulling fs layer 2024-12-18T00:18:39.6266548Z 2a0d11c464e9: Waiting 2024-12-18T00:18:39.6266806Z 9fb6095f5afe: Waiting 2024-12-18T00:18:39.6267083Z 2e998832f4a6: Waiting 2024-12-18T00:18:39.6267317Z 2be4504e03c6: Waiting 2024-12-18T00:18:39.6267550Z 69b586440d7d: Waiting 2024-12-18T00:18:39.6267778Z 235c700adf92: Waiting 2024-12-18T00:18:39.6268013Z 3d8b68499d55: Waiting 2024-12-18T00:18:39.6268251Z 24b26641a345: Waiting 2024-12-18T00:18:39.6268484Z a64b1a78df74: Waiting 2024-12-18T00:18:39.6268709Z 15d7769f4445: Waiting 2024-12-18T00:18:39.6268945Z f9eea4a7f948: Waiting 2024-12-18T00:18:39.6269189Z 078cfb70154b: Waiting 2024-12-18T00:18:39.6269433Z c4f09b90c3ac: Waiting 2024-12-18T00:18:39.6269669Z c6a4b9703d82: Waiting 2024-12-18T00:18:39.6269893Z 21e7e070160a: Waiting 2024-12-18T00:18:39.6270122Z b00b6e419f3d: Waiting 2024-12-18T00:18:39.6270354Z 3d622b81cf85: Waiting 2024-12-18T00:18:39.6270585Z d2ae6783ce48: Waiting 2024-12-18T00:18:39.7713926Z 224fe954d725: Verifying Checksum 2024-12-18T00:18:39.7714255Z 224fe954d725: Download complete 2024-12-18T00:18:39.8751268Z d527cbbb87e3: Verifying Checksum 2024-12-18T00:18:39.8751861Z d527cbbb87e3: Download complete 2024-12-18T00:18:39.9732096Z b57676e46aee: Verifying Checksum 2024-12-18T00:18:39.9732543Z b57676e46aee: Download complete 2024-12-18T00:18:39.9763107Z 7a2c55901189: Verifying Checksum 2024-12-18T00:18:39.9763406Z 7a2c55901189: Download complete 2024-12-18T00:18:40.0859881Z a41a8d1c11c8: Verifying Checksum 2024-12-18T00:18:40.0860355Z a41a8d1c11c8: Download complete 2024-12-18T00:18:40.1885506Z 0c1227890755: Download complete 2024-12-18T00:18:40.2485580Z 75722010b82e: Verifying Checksum 2024-12-18T00:18:40.2486304Z 75722010b82e: Download complete 2024-12-18T00:18:40.2842623Z d8d1234baab3: Download complete 2024-12-18T00:18:40.4829185Z ec1e7978c1fe: Verifying Checksum 2024-12-18T00:18:40.4829535Z ec1e7978c1fe: Download complete 2024-12-18T00:18:40.6039637Z 8a1fa5d724d9: Verifying Checksum 2024-12-18T00:18:40.6040121Z 8a1fa5d724d9: Download complete 2024-12-18T00:18:41.0536144Z 7a2c55901189: Pull complete 2024-12-18T00:18:41.3481346Z 224fe954d725: Pull complete 2024-12-18T00:18:42.0563655Z 75722010b82e: Pull complete 2024-12-18T00:18:42.0690811Z d527cbbb87e3: Pull complete 2024-12-18T00:18:42.0883300Z b57676e46aee: Pull complete 2024-12-18T00:18:43.1437974Z 0f9fc67acdf2: Verifying Checksum 2024-12-18T00:18:43.1438321Z 0f9fc67acdf2: Download complete 2024-12-18T00:18:43.2866242Z 6e89233fb490: Verifying Checksum 2024-12-18T00:18:43.2866549Z 6e89233fb490: Download complete 2024-12-18T00:18:43.4022691Z 3f97c6dcd567: Verifying Checksum 2024-12-18T00:18:43.4023314Z 3f97c6dcd567: Download complete 2024-12-18T00:18:43.5793172Z 156a00cc46ff: Verifying Checksum 2024-12-18T00:18:43.5793492Z 156a00cc46ff: Download complete 2024-12-18T00:18:44.5551006Z d18404c0207d: Verifying Checksum 2024-12-18T00:18:44.5551339Z d18404c0207d: Download complete 2024-12-18T00:18:44.6419808Z 2a0d11c464e9: Download complete 2024-12-18T00:18:44.7304929Z 02d6227b8c41: Verifying Checksum 2024-12-18T00:18:44.7305268Z 02d6227b8c41: Download complete 2024-12-18T00:18:44.8247864Z 3de6ce0ef0c3: Verifying Checksum 2024-12-18T00:18:44.8248200Z 3de6ce0ef0c3: Download complete 2024-12-18T00:18:44.9277744Z 891ad597ad5d: Verifying Checksum 2024-12-18T00:18:44.9278068Z 891ad597ad5d: Download complete 2024-12-18T00:18:55.8705514Z a8c1e85b5e14: Verifying Checksum 2024-12-18T00:18:55.8705861Z a8c1e85b5e14: Download complete 2024-12-18T00:18:55.9668064Z 1b684b15a394: Verifying Checksum 2024-12-18T00:18:55.9668395Z 1b684b15a394: Download complete 2024-12-18T00:18:56.0674323Z 7ba918172f20: Verifying Checksum 2024-12-18T00:18:56.0674690Z 7ba918172f20: Download complete 2024-12-18T00:18:56.1577706Z 46ce30c24b2b: Verifying Checksum 2024-12-18T00:18:56.1578195Z 46ce30c24b2b: Download complete 2024-12-18T00:18:56.2629571Z ade5cbcd5440: Verifying Checksum 2024-12-18T00:18:56.2629977Z ade5cbcd5440: Download complete 2024-12-18T00:18:56.3630309Z ba9490908bfa: Download complete 2024-12-18T00:18:57.6932800Z 940539f0a48f: Verifying Checksum 2024-12-18T00:18:57.6933285Z 940539f0a48f: Download complete 2024-12-18T00:18:57.7714385Z 1e0d32b6ee25: Verifying Checksum 2024-12-18T00:18:57.7714851Z 1e0d32b6ee25: Download complete 2024-12-18T00:18:57.8916713Z c2a68533b234: Verifying Checksum 2024-12-18T00:18:57.8917158Z c2a68533b234: Download complete 2024-12-18T00:18:58.0345667Z c4f09b90c3ac: Verifying Checksum 2024-12-18T00:18:58.0346144Z c4f09b90c3ac: Download complete 2024-12-18T00:18:58.1140137Z 05836df025e1: Download complete 2024-12-18T00:18:58.2177596Z 61c7831994d4: Verifying Checksum 2024-12-18T00:18:58.2178277Z 61c7831994d4: Download complete 2024-12-18T00:19:04.3077104Z 53e309aaf985: Verifying Checksum 2024-12-18T00:19:04.3077608Z 53e309aaf985: Download complete 2024-12-18T00:19:04.4085012Z 2e998832f4a6: Verifying Checksum 2024-12-18T00:19:04.4085442Z 2e998832f4a6: Download complete 2024-12-18T00:19:04.5295345Z fb325583226d: Verifying Checksum 2024-12-18T00:19:04.5296243Z fb325583226d: Download complete 2024-12-18T00:19:04.9592716Z cc4b33adee05: Verifying Checksum 2024-12-18T00:19:04.9593435Z cc4b33adee05: Download complete 2024-12-18T00:19:05.0677132Z 6a67733279fe: Verifying Checksum 2024-12-18T00:19:05.0688162Z 6a67733279fe: Download complete 2024-12-18T00:19:05.1667113Z 1df4cbd73d01: Download complete 2024-12-18T00:19:05.4795648Z e00a226e937c: Verifying Checksum 2024-12-18T00:19:05.4796101Z e00a226e937c: Download complete 2024-12-18T00:19:05.5895755Z bd6f7ee5120e: Verifying Checksum 2024-12-18T00:19:05.5896321Z bd6f7ee5120e: Download complete 2024-12-18T00:19:05.6679673Z 0da70245f7b9: Download complete 2024-12-18T00:19:05.7800708Z 8751a1f49246: Verifying Checksum 2024-12-18T00:19:05.7801592Z 8751a1f49246: Download complete 2024-12-18T00:19:05.7877070Z 4f4fb700ef54: Verifying Checksum 2024-12-18T00:19:05.7877453Z 4f4fb700ef54: Download complete 2024-12-18T00:19:05.9265366Z 7b0e97ab420f: Download complete 2024-12-18T00:19:06.0196921Z 745aa2cd7849: Verifying Checksum 2024-12-18T00:19:06.0197337Z 745aa2cd7849: Download complete 2024-12-18T00:19:06.5206894Z 9fb6095f5afe: Verifying Checksum 2024-12-18T00:19:06.5207354Z 9fb6095f5afe: Download complete 2024-12-18T00:19:06.6344599Z d6f7260f8335: Download complete 2024-12-18T00:19:06.7309907Z 56a631132d45: Download complete 2024-12-18T00:19:06.8372804Z 748f39b0bf69: Verifying Checksum 2024-12-18T00:19:06.8373271Z 748f39b0bf69: Download complete 2024-12-18T00:19:06.9168081Z f7f4d25db3c1: Verifying Checksum 2024-12-18T00:19:06.9168518Z f7f4d25db3c1: Download complete 2024-12-18T00:19:07.7385278Z a8c1e85b5e14: Pull complete 2024-12-18T00:19:07.9792880Z a41a8d1c11c8: Pull complete 2024-12-18T00:19:08.2129114Z 0c1227890755: Pull complete 2024-12-18T00:19:08.4390534Z d8d1234baab3: Pull complete 2024-12-18T00:19:11.6493227Z 7ed32bc8e469: Verifying Checksum 2024-12-18T00:19:11.6493579Z 7ed32bc8e469: Download complete 2024-12-18T00:19:11.7278568Z 14b687336cef: Verifying Checksum 2024-12-18T00:19:11.7278943Z 14b687336cef: Download complete 2024-12-18T00:19:11.8127409Z c02c526c5b86: Download complete 2024-12-18T00:19:11.9074661Z 15d7769f4445: Verifying Checksum 2024-12-18T00:19:11.9075146Z 15d7769f4445: Download complete 2024-12-18T00:19:12.0246132Z 21e7e070160a: Download complete 2024-12-18T00:19:12.1270237Z 4a83246aaa72: Verifying Checksum 2024-12-18T00:19:12.1270642Z 4a83246aaa72: Download complete 2024-12-18T00:19:14.8488616Z 48f1e0cce02f: Verifying Checksum 2024-12-18T00:19:14.8489082Z 48f1e0cce02f: Download complete 2024-12-18T00:19:15.1668408Z a64b1a78df74: Download complete 2024-12-18T00:19:15.2575708Z dd76514efb72: Verifying Checksum 2024-12-18T00:19:15.2576128Z dd76514efb72: Download complete 2024-12-18T00:19:15.3506330Z 3054a2589573: Verifying Checksum 2024-12-18T00:19:15.3506775Z 3054a2589573: Download complete 2024-12-18T00:19:15.4164425Z c6a4b9703d82: Verifying Checksum 2024-12-18T00:19:15.5580334Z c6a4b9703d82: Download complete 2024-12-18T00:19:15.5580789Z d2ae6783ce48: Verifying Checksum 2024-12-18T00:19:15.5581142Z d2ae6783ce48: Download complete 2024-12-18T00:19:15.6348768Z b00b6e419f3d: Verifying Checksum 2024-12-18T00:19:15.6349289Z b00b6e419f3d: Download complete 2024-12-18T00:19:16.7204157Z 078cfb70154b: Verifying Checksum 2024-12-18T00:19:16.7204637Z 078cfb70154b: Download complete 2024-12-18T00:19:16.7999800Z 3d622b81cf85: Download complete 2024-12-18T00:19:21.7448083Z 262837ed11e6: Verifying Checksum 2024-12-18T00:19:21.7448545Z 262837ed11e6: Download complete 2024-12-18T00:19:21.8467223Z 24b26641a345: Verifying Checksum 2024-12-18T00:19:21.8467670Z 24b26641a345: Download complete 2024-12-18T00:19:21.9393857Z 2be4504e03c6: Download complete 2024-12-18T00:19:22.4909595Z 69b586440d7d: Download complete 2024-12-18T00:19:22.5857970Z b4cdd8b3c15a: Download complete 2024-12-18T00:19:22.6839345Z f9eea4a7f948: Download complete 2024-12-18T00:19:23.2361197Z 235c700adf92: Verifying Checksum 2024-12-18T00:19:23.2361649Z 235c700adf92: Download complete 2024-12-18T00:19:23.3020787Z f25bb28f6d1a: Verifying Checksum 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sha256:63bd2bac82cd1a2264cb08667f3fbd7aea4c42efecbbb05b3ab23b807a0eb6b3 2024-12-18T00:23:32.5094660Z Status: Downloaded newer image for 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:23:32.5374033Z 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:23:32.5435425Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:23:32.5436291Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:23:32.5448754Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:32.5449130Z env: 2024-12-18T00:23:32.5449345Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:32.5449607Z ##[endgroup] 2024-12-18T00:23:32.5741634Z ##[group]Run pytorch/test-infra/.github/actions/setup-nvidia@release/2.6 2024-12-18T00:23:32.5742054Z with: 2024-12-18T00:23:32.5742275Z driver-version: 550.54.15 2024-12-18T00:23:32.5742524Z env: 2024-12-18T00:23:32.5742738Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:32.5742995Z ##[endgroup] 2024-12-18T00:23:32.5944125Z ##[group]Run nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482 2024-12-18T00:23:32.5944513Z with: 2024-12-18T00:23:32.5944722Z timeout_minutes: 10 2024-12-18T00:23:32.5944964Z max_attempts: 3 2024-12-18T00:23:32.5968036Z 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-docker2 nvidia-container-toolkit-1.16.2 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-docker2 nvidia-container-toolkit-1.16.2 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 $DRIVER_VERSION instead. Continuing" else HAS_NVIDIA_DRIVER=1 echo "NVIDIA driver ($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 2024-12-18T00:23:32.5991383Z retry_wait_seconds: 10 2024-12-18T00:23:32.5991651Z polling_interval_seconds: 1 2024-12-18T00:23:32.5991934Z warning_on_retry: true 2024-12-18T00:23:32.5992197Z continue_on_error: false 2024-12-18T00:23:32.5992442Z env: 2024-12-18T00:23:32.5992650Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:32.5992916Z DRIVER_VERSION: 550.54.15 2024-12-18T00:23:32.5993178Z ##[endgroup] 2024-12-18T00:23:32.7045620Z == Installing nvidia driver NVIDIA-Linux-x86_64-550.54.15.run == 2024-12-18T00:23:32.7046578Z + pre_install_nvidia_driver_amzn2 2024-12-18T00:23:32.7048722Z + sudo yum remove -y nvidia-driver-latest-dkms 2024-12-18T00:23:34.0711295Z No match for argument: nvidia-driver-latest-dkms 2024-12-18T00:23:34.0713283Z No packages marked for removal. 2024-12-18T00:23:34.1381298Z Dependencies resolved. 2024-12-18T00:23:34.1391242Z Nothing to do. 2024-12-18T00:23:34.1391700Z Complete! 2024-12-18T00:23:34.1952755Z + install_nvidia_driver_common 2024-12-18T00:23:34.1958805Z + echo 'Before installing NVIDIA driver' 2024-12-18T00:23:34.1959107Z + lspci 2024-12-18T00:23:34.1960610Z Before installing NVIDIA driver 2024-12-18T00:23:34.2083175Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2024-12-18T00:23:34.2084178Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2024-12-18T00:23:34.2085274Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2024-12-18T00:23:34.2086309Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2024-12-18T00:23:34.2087018Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2024-12-18T00:23:34.2087551Z 00:05.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2024-12-18T00:23:34.2088041Z 00:1e.0 3D controller: NVIDIA Corporation GA102GL [A10G] (rev a1) 2024-12-18T00:23:34.2088539Z 00:1f.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2024-12-18T00:23:34.2089198Z + lsmod 2024-12-18T00:23:34.2134783Z Module Size Used by 2024-12-18T00:23:34.2135098Z ib_core 454656 0 2024-12-18T00:23:34.2135370Z veth 36864 0 2024-12-18T00:23:34.2135640Z nvidia_modeset 1351680 0 2024-12-18T00:23:34.2135937Z video 65536 1 nvidia_modeset 2024-12-18T00:23:34.2136252Z wmi 36864 1 video 2024-12-18T00:23:34.2136530Z nvidia_uvm 4706304 0 2024-12-18T00:23:34.2136846Z nvidia 54071296 7 nvidia_uvm,nvidia_modeset 2024-12-18T00:23:34.2137192Z drm 602112 1 nvidia 2024-12-18T00:23:34.2137516Z drm_panel_orientation_quirks 32768 1 drm 2024-12-18T00:23:34.2137889Z backlight 24576 3 video,drm,nvidia_modeset 2024-12-18T00:23:34.2138239Z i2c_core 106496 2 nvidia,drm 2024-12-18T00:23:34.2138726Z xt_conntrack 16384 1 2024-12-18T00:23:34.2139000Z nft_chain_nat 16384 3 2024-12-18T00:23:34.2139283Z xt_MASQUERADE 20480 1 2024-12-18T00:23:34.2139595Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2024-12-18T00:23:34.2139928Z nf_conntrack_netlink 57344 0 2024-12-18T00:23:34.2140335Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2024-12-18T00:23:34.2140778Z nf_defrag_ipv6 24576 1 nf_conntrack 2024-12-18T00:23:34.2141103Z nf_defrag_ipv4 16384 1 nf_conntrack 2024-12-18T00:23:34.2141409Z xfrm_user 57344 1 2024-12-18T00:23:34.2141681Z xfrm_algo 16384 1 xfrm_user 2024-12-18T00:23:34.2141982Z xt_addrtype 16384 2 2024-12-18T00:23:34.2142251Z nft_compat 20480 4 2024-12-18T00:23:34.2142570Z nf_tables 311296 57 nft_compat,nft_chain_nat 2024-12-18T00:23:34.2143003Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2024-12-18T00:23:34.2143396Z br_netfilter 36864 0 2024-12-18T00:23:34.2143689Z bridge 323584 1 br_netfilter 2024-12-18T00:23:34.2144006Z stp 16384 1 bridge 2024-12-18T00:23:34.2144323Z llc 16384 2 bridge,stp 2024-12-18T00:23:34.2144621Z overlay 167936 0 2024-12-18T00:23:34.2144880Z tls 114688 0 2024-12-18T00:23:34.2145147Z nls_ascii 16384 1 2024-12-18T00:23:34.2145420Z nls_cp437 20480 1 2024-12-18T00:23:34.2145684Z vfat 24576 1 2024-12-18T00:23:34.2145949Z fat 86016 1 vfat 2024-12-18T00:23:34.2146224Z sunrpc 692224 1 2024-12-18T00:23:34.2146487Z ena 167936 0 2024-12-18T00:23:34.2146749Z i8042 45056 0 2024-12-18T00:23:34.2147013Z serio 28672 3 i8042 2024-12-18T00:23:34.2147361Z ghash_clmulni_intel 16384 0 2024-12-18T00:23:34.2147685Z button 24576 0 2024-12-18T00:23:34.2148211Z sch_fq_codel 20480 17 2024-12-18T00:23:34.2148597Z dm_mod 188416 0 2024-12-18T00:23:34.2148922Z fuse 163840 1 2024-12-18T00:23:34.2149336Z loop 36864 0 2024-12-18T00:23:34.2161362Z configfs 57344 1 2024-12-18T00:23:34.2161673Z dax 45056 1 dm_mod 2024-12-18T00:23:34.2161958Z dmi_sysfs 20480 0 2024-12-18T00:23:34.2162232Z crc32_pclmul 16384 0 2024-12-18T00:23:34.2162501Z crc32c_intel 24576 0 2024-12-18T00:23:34.2162854Z efivarfs 24576 1 2024-12-18T00:23:34.2163119Z + modinfo nvidia 2024-12-18T00:23:34.2163550Z filename: /lib/modules/6.1.109-118.189.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2024-12-18T00:23:34.2164001Z alias: char-major-195-* 2024-12-18T00:23:34.2164277Z version: 550.54.15 2024-12-18T00:23:34.2164532Z supported: external 2024-12-18T00:23:34.2164786Z license: NVIDIA 2024-12-18T00:23:34.2165072Z firmware: nvidia/550.54.15/gsp_tu10x.bin 2024-12-18T00:23:34.2165403Z firmware: nvidia/550.54.15/gsp_ga10x.bin 2024-12-18T00:23:34.2165917Z srcversion: 833721318DA517F0C2FEC97 2024-12-18T00:23:34.2166249Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2024-12-18T00:23:34.2166598Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2024-12-18T00:23:34.2166938Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2024-12-18T00:23:34.2167250Z depends: i2c-core,drm 2024-12-18T00:23:34.2167518Z retpoline: Y 2024-12-18T00:23:34.2167753Z name: nvidia 2024-12-18T00:23:34.2168129Z vermagic: 6.1.109-118.189.amzn2023.x86_64 SMP preempt mod_unload modversions 2024-12-18T00:23:34.2168603Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2024-12-18T00:23:34.2169051Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2024-12-18T00:23:34.2169475Z parm: NVreg_ResmanDebugLevel:int 2024-12-18T00:23:34.2169791Z parm: NVreg_RmLogonRC:int 2024-12-18T00:23:34.2170237Z parm: NVreg_ModifyDeviceFiles:int 2024-12-18T00:23:34.2170567Z parm: NVreg_DeviceFileUID:int 2024-12-18T00:23:34.2170870Z parm: NVreg_DeviceFileGID:int 2024-12-18T00:23:34.2171183Z parm: NVreg_DeviceFileMode:int 2024-12-18T00:23:34.2171554Z parm: NVreg_InitializeSystemMemoryAllocations:int 2024-12-18T00:23:34.2171952Z parm: NVreg_UsePageAttributeTable:int 2024-12-18T00:23:34.2172296Z parm: NVreg_EnablePCIeGen3:int 2024-12-18T00:23:34.2172595Z parm: NVreg_EnableMSI:int 2024-12-18T00:23:34.2172896Z parm: NVreg_TCEBypassMode:int 2024-12-18T00:23:34.2173220Z parm: NVreg_EnableStreamMemOPs:int 2024-12-18T00:23:34.2173588Z parm: NVreg_RestrictProfilingToAdminUsers:int 2024-12-18T00:23:34.2173989Z parm: NVreg_PreserveVideoMemoryAllocations:int 2024-12-18T00:23:34.2174372Z parm: NVreg_EnableS0ixPowerManagement:int 2024-12-18T00:23:34.2174785Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2024-12-18T00:23:34.2175201Z parm: NVreg_DynamicPowerManagement:int 2024-12-18T00:23:34.2175629Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2024-12-18T00:23:34.2176045Z parm: NVreg_EnableGpuFirmware:int 2024-12-18T00:23:34.2176390Z parm: NVreg_EnableGpuFirmwareLogs:int 2024-12-18T00:23:34.2176757Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2024-12-18T00:23:34.2177141Z parm: NVreg_EnableUserNUMAManagement:int 2024-12-18T00:23:34.2177490Z parm: NVreg_MemoryPoolSize:int 2024-12-18T00:23:34.2177824Z parm: NVreg_KMallocHeapMaxSize:int 2024-12-18T00:23:34.2178164Z parm: NVreg_VMallocHeapMaxSize:int 2024-12-18T00:23:34.2178486Z parm: NVreg_IgnoreMMIOCheck:int 2024-12-18T00:23:34.2178808Z parm: NVreg_NvLinkDisable:int 2024-12-18T00:23:34.2179165Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2024-12-18T00:23:34.2179549Z parm: NVreg_RegisterPCIDriver:int 2024-12-18T00:23:34.2179886Z parm: NVreg_EnableResizableBar:int 2024-12-18T00:23:34.2180227Z parm: NVreg_EnableDbgBreakpoint:int 2024-12-18T00:23:34.2180581Z parm: NVreg_EnableNonblockingOpen:int 2024-12-18T00:23:34.2180931Z parm: NVreg_RegistryDwords:charp 2024-12-18T00:23:34.2181278Z parm: NVreg_RegistryDwordsPerDevice:charp 2024-12-18T00:23:34.2181613Z parm: NVreg_RmMsg:charp 2024-12-18T00:23:34.2181902Z parm: NVreg_GpuBlacklist:charp 2024-12-18T00:23:34.2182233Z parm: NVreg_TemporaryFilePath:charp 2024-12-18T00:23:34.2182564Z parm: NVreg_ExcludedGpus:charp 2024-12-18T00:23:34.2182892Z parm: NVreg_DmaRemapPeerMmio:int 2024-12-18T00:23:34.2183230Z parm: NVreg_RmNvlinkBandwidth:charp 2024-12-18T00:23:34.2183560Z parm: NVreg_ImexChannelCount:int 2024-12-18T00:23:34.2183885Z parm: rm_firmware_active:charp 2024-12-18T00:23:34.2184182Z + HAS_NVIDIA_DRIVER=0 2024-12-18T00:23:34.2184442Z ++ command -v nvidia-smi 2024-12-18T00:23:34.2184707Z + '[' -x /usr/bin/nvidia-smi ']' 2024-12-18T00:23:34.2185063Z + set +e 2024-12-18T00:23:34.2185391Z ++ nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0 2024-12-18T00:23:34.2457880Z + INSTALLED_DRIVER_VERSION=550.54.15 2024-12-18T00:23:34.2458204Z + NVIDIA_SMI_STATUS=0 2024-12-18T00:23:34.2458655Z + '[' 0 -ne 0 ']' 2024-12-18T00:23:34.2458915Z + '[' 550.54.15 '!=' 550.54.15 ']' 2024-12-18T00:23:34.2459198Z + HAS_NVIDIA_DRIVER=1 2024-12-18T00:23:34.2459637Z + echo 'NVIDIA driver (550.54.15) has already been installed. Skipping NVIDIA driver installation' 2024-12-18T00:23:34.2460108Z + set -e 2024-12-18T00:23:34.2460318Z + '[' 1 -eq 0 ']' 2024-12-18T00:23:34.2460569Z + post_install_nvidia_driver_common 2024-12-18T00:23:34.2461033Z NVIDIA driver (550.54.15) has already been installed. Skipping NVIDIA driver installation 2024-12-18T00:23:34.2462097Z + sudo modprobe nvidia 2024-12-18T00:23:34.4115061Z + echo 'After installing NVIDIA driver' 2024-12-18T00:23:34.4115405Z + lspci 2024-12-18T00:23:34.4115645Z After installing NVIDIA driver 2024-12-18T00:23:34.4232362Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2024-12-18T00:23:34.4232979Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2024-12-18T00:23:34.4233532Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2024-12-18T00:23:34.4234059Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2024-12-18T00:23:34.4234551Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2024-12-18T00:23:34.4235092Z 00:05.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2024-12-18T00:23:34.4235585Z 00:1e.0 3D controller: NVIDIA Corporation GA102GL [A10G] (rev a1) 2024-12-18T00:23:34.4236075Z 00:1f.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2024-12-18T00:23:34.4236481Z + lsmod 2024-12-18T00:23:34.4265801Z Module Size Used by 2024-12-18T00:23:34.4266173Z ib_core 454656 0 2024-12-18T00:23:34.4266553Z veth 36864 0 2024-12-18T00:23:34.4267001Z nvidia_modeset 1351680 0 2024-12-18T00:23:34.4267715Z video 65536 1 nvidia_modeset 2024-12-18T00:23:34.4268446Z wmi 36864 1 video 2024-12-18T00:23:34.4269143Z nvidia_uvm 4706304 0 2024-12-18T00:23:34.4269910Z nvidia 54071296 7 nvidia_uvm,nvidia_modeset 2024-12-18T00:23:34.4270561Z drm 602112 1 nvidia 2024-12-18T00:23:34.4271131Z drm_panel_orientation_quirks 32768 1 drm 2024-12-18T00:23:34.4271789Z backlight 24576 3 video,drm,nvidia_modeset 2024-12-18T00:23:34.4272430Z i2c_core 106496 2 nvidia,drm 2024-12-18T00:23:34.4272974Z xt_conntrack 16384 1 2024-12-18T00:23:34.4273465Z nft_chain_nat 16384 3 2024-12-18T00:23:34.4273950Z xt_MASQUERADE 20480 1 2024-12-18T00:23:34.4274510Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2024-12-18T00:23:34.4275128Z nf_conntrack_netlink 57344 0 2024-12-18T00:23:34.4275873Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2024-12-18T00:23:34.4276678Z nf_defrag_ipv6 24576 1 nf_conntrack 2024-12-18T00:23:34.4277170Z nf_defrag_ipv4 16384 1 nf_conntrack 2024-12-18T00:23:34.4277466Z xfrm_user 57344 1 2024-12-18T00:23:34.4277747Z xfrm_algo 16384 1 xfrm_user 2024-12-18T00:23:34.4278047Z xt_addrtype 16384 2 2024-12-18T00:23:34.4278322Z nft_compat 20480 4 2024-12-18T00:23:34.4278638Z nf_tables 311296 57 nft_compat,nft_chain_nat 2024-12-18T00:23:34.4279053Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2024-12-18T00:23:34.4279439Z br_netfilter 36864 0 2024-12-18T00:23:34.4279730Z bridge 323584 1 br_netfilter 2024-12-18T00:23:34.4280044Z stp 16384 1 bridge 2024-12-18T00:23:34.4280352Z llc 16384 2 bridge,stp 2024-12-18T00:23:34.4280640Z overlay 167936 0 2024-12-18T00:23:34.4281153Z tls 114688 0 2024-12-18T00:23:34.4281426Z nls_ascii 16384 1 2024-12-18T00:23:34.4281698Z nls_cp437 20480 1 2024-12-18T00:23:34.4281964Z vfat 24576 1 2024-12-18T00:23:34.4282245Z fat 86016 1 vfat 2024-12-18T00:23:34.4282524Z sunrpc 692224 1 2024-12-18T00:23:34.4282909Z ena 167936 0 2024-12-18T00:23:34.4283176Z i8042 45056 0 2024-12-18T00:23:34.4283443Z serio 28672 3 i8042 2024-12-18T00:23:34.4283731Z ghash_clmulni_intel 16384 0 2024-12-18T00:23:34.4283998Z button 24576 0 2024-12-18T00:23:34.4284268Z sch_fq_codel 20480 17 2024-12-18T00:23:34.4284540Z dm_mod 188416 0 2024-12-18T00:23:34.4284800Z fuse 163840 1 2024-12-18T00:23:34.4285203Z loop 36864 0 2024-12-18T00:23:34.4285469Z configfs 57344 1 2024-12-18T00:23:34.4285745Z dax 45056 1 dm_mod 2024-12-18T00:23:34.4286034Z dmi_sysfs 20480 0 2024-12-18T00:23:34.4286302Z crc32_pclmul 16384 0 2024-12-18T00:23:34.4286561Z crc32c_intel 24576 0 2024-12-18T00:23:34.4286832Z efivarfs 24576 1 2024-12-18T00:23:34.4287093Z + modinfo nvidia 2024-12-18T00:23:34.4287586Z filename: /lib/modules/6.1.109-118.189.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2024-12-18T00:23:34.4288242Z alias: char-major-195-* 2024-12-18T00:23:34.4288651Z version: 550.54.15 2024-12-18T00:23:34.4288994Z supported: external 2024-12-18T00:23:34.4289337Z license: NVIDIA 2024-12-18T00:23:34.4289700Z firmware: nvidia/550.54.15/gsp_tu10x.bin 2024-12-18T00:23:34.4290052Z firmware: nvidia/550.54.15/gsp_ga10x.bin 2024-12-18T00:23:34.4290380Z srcversion: 833721318DA517F0C2FEC97 2024-12-18T00:23:34.4290716Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2024-12-18T00:23:34.4291067Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2024-12-18T00:23:34.4291412Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2024-12-18T00:23:34.4291735Z depends: i2c-core,drm 2024-12-18T00:23:34.4292006Z retpoline: Y 2024-12-18T00:23:34.4292242Z name: nvidia 2024-12-18T00:23:34.4292606Z vermagic: 6.1.109-118.189.amzn2023.x86_64 SMP preempt mod_unload modversions 2024-12-18T00:23:34.4293125Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2024-12-18T00:23:34.4293745Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2024-12-18T00:23:34.4294287Z parm: NVreg_ResmanDebugLevel:int 2024-12-18T00:23:34.4294605Z parm: NVreg_RmLogonRC:int 2024-12-18T00:23:34.4294919Z parm: NVreg_ModifyDeviceFiles:int 2024-12-18T00:23:34.4295250Z parm: NVreg_DeviceFileUID:int 2024-12-18T00:23:34.4295563Z parm: NVreg_DeviceFileGID:int 2024-12-18T00:23:34.4295886Z parm: NVreg_DeviceFileMode:int 2024-12-18T00:23:34.4296263Z parm: NVreg_InitializeSystemMemoryAllocations:int 2024-12-18T00:23:34.4296663Z parm: NVreg_UsePageAttributeTable:int 2024-12-18T00:23:34.4297001Z parm: NVreg_EnablePCIeGen3:int 2024-12-18T00:23:34.4297310Z parm: NVreg_EnableMSI:int 2024-12-18T00:23:34.4297613Z parm: NVreg_TCEBypassMode:int 2024-12-18T00:23:34.4297942Z parm: NVreg_EnableStreamMemOPs:int 2024-12-18T00:23:34.4298316Z parm: NVreg_RestrictProfilingToAdminUsers:int 2024-12-18T00:23:34.4298718Z parm: NVreg_PreserveVideoMemoryAllocations:int 2024-12-18T00:23:34.4299115Z parm: NVreg_EnableS0ixPowerManagement:int 2024-12-18T00:23:34.4299545Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2024-12-18T00:23:34.4299968Z parm: NVreg_DynamicPowerManagement:int 2024-12-18T00:23:34.4300397Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2024-12-18T00:23:34.4300818Z parm: NVreg_EnableGpuFirmware:int 2024-12-18T00:23:34.4301358Z parm: NVreg_EnableGpuFirmwareLogs:int 2024-12-18T00:23:34.4301745Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2024-12-18T00:23:34.4302128Z parm: NVreg_EnableUserNUMAManagement:int 2024-12-18T00:23:34.4302477Z parm: NVreg_MemoryPoolSize:int 2024-12-18T00:23:34.4302805Z parm: NVreg_KMallocHeapMaxSize:int 2024-12-18T00:23:34.4303149Z parm: NVreg_VMallocHeapMaxSize:int 2024-12-18T00:23:34.4303482Z parm: NVreg_IgnoreMMIOCheck:int 2024-12-18T00:23:34.4303801Z parm: NVreg_NvLinkDisable:int 2024-12-18T00:23:34.4304158Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2024-12-18T00:23:34.4304527Z parm: NVreg_RegisterPCIDriver:int 2024-12-18T00:23:34.4304868Z parm: NVreg_EnableResizableBar:int 2024-12-18T00:23:34.4305214Z parm: NVreg_EnableDbgBreakpoint:int 2024-12-18T00:23:34.4305657Z parm: NVreg_EnableNonblockingOpen:int 2024-12-18T00:23:34.4306005Z parm: NVreg_RegistryDwords:charp 2024-12-18T00:23:34.4306359Z parm: NVreg_RegistryDwordsPerDevice:charp 2024-12-18T00:23:34.4306703Z parm: NVreg_RmMsg:charp 2024-12-18T00:23:34.4307039Z parm: NVreg_GpuBlacklist:charp 2024-12-18T00:23:34.4307384Z parm: NVreg_TemporaryFilePath:charp 2024-12-18T00:23:34.4307722Z parm: NVreg_ExcludedGpus:charp 2024-12-18T00:23:34.4308048Z parm: NVreg_DmaRemapPeerMmio:int 2024-12-18T00:23:34.4308384Z parm: NVreg_RmNvlinkBandwidth:charp 2024-12-18T00:23:34.4308729Z parm: NVreg_ImexChannelCount:int 2024-12-18T00:23:34.4309051Z parm: rm_firmware_active:charp 2024-12-18T00:23:34.4309347Z + set +e 2024-12-18T00:23:34.4309555Z + nvidia-smi 2024-12-18T00:23:34.4497647Z Wed Dec 18 00:23:34 2024 2024-12-18T00:23:34.4498163Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:23:34.4498898Z | NVIDIA-SMI 550.54.15 Driver Version: 550.54.15 CUDA Version: 12.4 | 2024-12-18T00:23:34.4499483Z |-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:23:34.4499983Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2024-12-18T00:23:34.4500518Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2024-12-18T00:23:34.4500952Z | | | MIG M. | 2024-12-18T00:23:34.4501296Z |=========================================+========================+======================| 2024-12-18T00:23:34.4720438Z | 0 NVIDIA A10G On | 00000000:00:1E.0 Off | 0 | 2024-12-18T00:23:34.4721030Z | 0% 20C P8 15W / 300W | 0MiB / 23028MiB | 0% Default | 2024-12-18T00:23:34.4721440Z | | | N/A | 2024-12-18T00:23:34.4721849Z +-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:23:34.4725763Z 2024-12-18T00:23:34.4726286Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:23:34.4726725Z | Processes: | 2024-12-18T00:23:34.4727185Z | GPU GI CI PID Type Process name GPU Memory | 2024-12-18T00:23:34.4727615Z | ID ID Usage | 2024-12-18T00:23:34.4727973Z |=========================================================================================| 2024-12-18T00:23:34.4732644Z | No running processes found | 2024-12-18T00:23:34.4733310Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:23:34.7583828Z + nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 2024-12-18T00:23:34.7773212Z NVIDIA A10G 2024-12-18T00:23:34.7837266Z + NVIDIA_SMI_STATUS=0 2024-12-18T00:23:34.7837958Z + '[' 0 -eq 0 ']' 2024-12-18T00:23:34.7838591Z + echo 'INFO: Ignoring allowed status 0' 2024-12-18T00:23:34.7839178Z + set -e 2024-12-18T00:23:34.7839614Z INFO: Ignoring allowed status 0 2024-12-18T00:23:34.7851696Z == Installing nvidia container toolkit for amzn2023 == 2024-12-18T00:23:34.7854801Z + sudo yum install -y yum-utils 2024-12-18T00:23:35.3611071Z Last metadata expiration check: 2:21:14 ago on Tue Dec 17 22:02:21 2024. 2024-12-18T00:23:35.3829156Z Package dnf-utils-4.3.0-13.amzn2023.0.4.noarch is already installed. 2024-12-18T00:23:35.4159832Z Dependencies resolved. 2024-12-18T00:23:35.4298548Z Nothing to do. 2024-12-18T00:23:35.4299024Z Complete! 2024-12-18T00:23:35.5070808Z + [[ amzn2023 == \a\m\z\n\2\0\2\3 ]] 2024-12-18T00:23:35.5071391Z + YUM_REPO_URL=https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2024-12-18T00:23:35.5072247Z + sudo yum-config-manager --add-repo https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2024-12-18T00:23:35.7620887Z Adding repo from: https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2024-12-18T00:23:35.8348954Z + sudo yum install -y nvidia-docker2 nvidia-container-toolkit-1.16.2 2024-12-18T00:23:36.3127018Z nvidia-container-toolkit 11 kB/s | 833 B 00:00 2024-12-18T00:23:36.3355446Z Package nvidia-docker2-2.14.0-1.noarch is already installed. 2024-12-18T00:23:36.3361100Z Package nvidia-container-toolkit-1.16.2-1.x86_64 is already installed. 2024-12-18T00:23:36.3688524Z Dependencies resolved. 2024-12-18T00:23:36.3830643Z Nothing to do. 2024-12-18T00:23:36.3830958Z Complete! 2024-12-18T00:23:36.4743140Z + sudo systemctl restart docker 2024-12-18T00:24:22.6885441Z nvidia-persistenced failed to initialize. Check syslog for more details. 2024-12-18T00:24:22.7125010Z Wed Dec 18 00:24:22 2024 2024-12-18T00:24:22.7128728Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:24:22.7129261Z | NVIDIA-SMI 550.54.15 Driver Version: 550.54.15 CUDA Version: 12.4 | 2024-12-18T00:24:22.7129759Z |-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:24:22.7130260Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2024-12-18T00:24:22.7130796Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2024-12-18T00:24:22.7131236Z | | | MIG M. | 2024-12-18T00:24:22.7131572Z |=========================================+========================+======================| 2024-12-18T00:24:22.7332060Z | 0 NVIDIA A10G On | 00000000:00:1E.0 Off | 0 | 2024-12-18T00:24:22.7332525Z | 0% 19C P8 15W / 300W | 0MiB / 23028MiB | 0% Default | 2024-12-18T00:24:22.7332912Z | | | N/A | 2024-12-18T00:24:22.7333324Z +-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:24:22.7336940Z 2024-12-18T00:24:22.7337439Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:24:22.7337905Z | Processes: | 2024-12-18T00:24:22.7338367Z | GPU GI CI PID Type Process name GPU Memory | 2024-12-18T00:24:22.7338810Z | ID ID Usage | 2024-12-18T00:24:22.7339440Z |=========================================================================================| 2024-12-18T00:24:22.7342455Z | No running processes found | 2024-12-18T00:24:22.7342942Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:24:23.7313449Z Command completed after 1 attempt(s). 2024-12-18T00:24:23.7405841Z ##[group]Run python3 -m pip install psutil==5.9.1 nvidia-ml-py==11.525.84 2024-12-18T00:24:23.7406399Z python3 -m pip install psutil==5.9.1 nvidia-ml-py==11.525.84 2024-12-18T00:24:23.7406878Z python3 -m tools.stats.monitor > usage_log.txt 2>&1 & 2024-12-18T00:24:23.7407324Z echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:24:23.7421081Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:23.7421621Z env: 2024-12-18T00:24:23.7421835Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:23.7422159Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:23.7422496Z ##[endgroup] 2024-12-18T00:24:23.9872809Z Defaulting to user installation because normal site-packages is not writeable 2024-12-18T00:24:24.0051328Z Requirement already satisfied: psutil==5.9.1 in /home/ec2-user/.local/lib/python3.9/site-packages (5.9.1) 2024-12-18T00:24:24.0057117Z Requirement already satisfied: nvidia-ml-py==11.525.84 in /home/ec2-user/.local/lib/python3.9/site-packages (11.525.84) 2024-12-18T00:24:24.1363201Z Prepare all required actions 2024-12-18T00:24:24.1364057Z Getting action download info 2024-12-18T00:24:24.3146887Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2024-12-18T00:24:24.6033253Z Download action repository 'actions/download-artifact@v4' (SHA:fa0a91b85d4f404e444e00e005971372dc801d16) 2024-12-18T00:24:24.9125095Z ##[group]Run ./.github/actions/download-build-artifacts 2024-12-18T00:24:24.9125495Z with: 2024-12-18T00:24:24.9125777Z name: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck 2024-12-18T00:24:24.9126135Z s3-bucket: gha-artifacts 2024-12-18T00:24:24.9126385Z env: 2024-12-18T00:24:24.9126597Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:24.9126924Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:24.9127268Z ##[endgroup] 2024-12-18T00:24:24.9216575Z ##[group]Run seemethere/download-artifact-s3@v4 2024-12-18T00:24:24.9216904Z with: 2024-12-18T00:24:24.9217226Z name: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck 2024-12-18T00:24:24.9217590Z s3-bucket: gha-artifacts 2024-12-18T00:24:24.9217859Z region: us-east-1 2024-12-18T00:24:24.9218076Z env: 2024-12-18T00:24:24.9218288Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:24.9218618Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:24.9218963Z ##[endgroup] 2024-12-18T00:24:25.3973981Z (node:125910) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2024-12-18T00:24:25.3974463Z 2024-12-18T00:24:25.3974654Z Please migrate your code to use AWS SDK for JavaScript (v3). 2024-12-18T00:24:25.3975170Z For more information, check the migration guide at https://a.co/7PzMCcy 2024-12-18T00:24:25.3975699Z (Use `node --trace-warnings ...` to show where the warning was created) 2024-12-18T00:24:25.5109514Z Found 1 objects with prefix pytorch/pytorch/12383255654/linux-focal-cuda12.1-py3-gcc9-slow-gradcheck/ 2024-12-18T00:24:25.5110263Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2024-12-18T00:24:42.1240441Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2024-12-18T00:24:42.1246093Z Artifact download has finished successfully 2024-12-18T00:24:42.1599499Z ##[group]Run unzip -o artifacts.zip 2024-12-18T00:24:42.1599828Z unzip -o artifacts.zip 2024-12-18T00:24:42.1609681Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:42.1610060Z env: 2024-12-18T00:24:42.1610276Z GIT_DEFAULT_BRANCH: main 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2024-12-18T00:24:53.3651569Z creating: .additional_ci_files/ 2024-12-18T00:24:53.3742930Z inflating: .additional_ci_files/test-times.json 2024-12-18T00:24:53.4102783Z inflating: .additional_ci_files/test-class-times.json 2024-12-18T00:24:53.4146135Z ##[group]Run rm artifacts.zip 2024-12-18T00:24:53.4146436Z rm artifacts.zip 2024-12-18T00:24:53.4155772Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:53.4156359Z env: 2024-12-18T00:24:53.4156570Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:53.4156897Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:53.4157238Z ##[endgroup] 2024-12-18T00:24:53.5325652Z ##[group]Run df -H 2024-12-18T00:24:53.5325935Z df -H 2024-12-18T00:24:53.5334677Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:53.5335036Z env: 2024-12-18T00:24:53.5335259Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:53.5335585Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:53.5335930Z ##[endgroup] 2024-12-18T00:24:53.5403971Z Filesystem Size Used Avail Use% Mounted on 2024-12-18T00:24:53.5404372Z devtmpfs 4.2M 0 4.2M 0% /dev 2024-12-18T00:24:53.5404700Z tmpfs 34G 0 34G 0% /dev/shm 2024-12-18T00:24:53.5405026Z tmpfs 14G 553k 14G 1% /run 2024-12-18T00:24:53.5405344Z /dev/nvme0n1p1 161G 52G 110G 33% / 2024-12-18T00:24:53.5405663Z tmpfs 34G 25k 34G 1% /tmp 2024-12-18T00:24:53.5406007Z /dev/nvme0n1p128 11M 1.4M 9.2M 13% /boot/efi 2024-12-18T00:24:53.5406366Z tmpfs 6.7G 0 6.7G 0% /run/user/0 2024-12-18T00:24:53.5441001Z Prepare all required actions 2024-12-18T00:24:53.5441364Z Getting action download info 2024-12-18T00:24:53.6943337Z ##[group]Run ./.github/actions/download-td-artifacts 2024-12-18T00:24:53.6943674Z with: 2024-12-18T00:24:53.6943881Z env: 2024-12-18T00:24:53.6944097Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:53.6944417Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:53.6944763Z ##[endgroup] 2024-12-18T00:24:53.6977969Z ##[group]Run seemethere/download-artifact-s3@v4 2024-12-18T00:24:53.6978289Z with: 2024-12-18T00:24:53.6978500Z name: td_results 2024-12-18T00:24:53.6978737Z s3-bucket: gha-artifacts 2024-12-18T00:24:53.6978990Z region: us-east-1 2024-12-18T00:24:53.6979216Z env: 2024-12-18T00:24:53.6979419Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:53.6979753Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:53.6980092Z ##[endgroup] 2024-12-18T00:24:54.1472627Z (node:125935) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2024-12-18T00:24:54.1473267Z 2024-12-18T00:24:54.1473534Z Please migrate your code to use AWS SDK for JavaScript (v3). 2024-12-18T00:24:54.1474103Z For more information, check the migration guide at https://a.co/7PzMCcy 2024-12-18T00:24:54.1474621Z (Use `node --trace-warnings ...` to show where the warning was created) 2024-12-18T00:24:54.2530808Z Found 1 objects with prefix pytorch/pytorch/12383255654/td_results/ 2024-12-18T00:24:54.2531625Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2024-12-18T00:24:54.3110002Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2024-12-18T00:24:54.3115732Z Artifact download has finished successfully 2024-12-18T00:24:54.3457144Z ##[group]Run mkdir -p .additional_ci_files 2024-12-18T00:24:54.3457511Z mkdir -p .additional_ci_files 2024-12-18T00:24:54.3457937Z mv td_results.json .additional_ci_files/td_results.json || true 2024-12-18T00:24:54.3467950Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:54.3468311Z env: 2024-12-18T00:24:54.3468523Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:54.3468850Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:54.3469191Z ##[endgroup] 2024-12-18T00:24:54.3581197Z ##[group]Run .github/scripts/parse_ref.py 2024-12-18T00:24:54.3581556Z .github/scripts/parse_ref.py 2024-12-18T00:24:54.3589603Z shell: /usr/bin/bash -e {0} 2024-12-18T00:24:54.3589869Z env: 2024-12-18T00:24:54.3590081Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:54.3590408Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:54.3590747Z ##[endgroup] 2024-12-18T00:24:54.3863507Z Prepare all required actions 2024-12-18T00:24:54.3898213Z ##[group]Run ./.github/actions/get-workflow-job-id 2024-12-18T00:24:54.3898730Z with: 2024-12-18T00:24:54.3899114Z github-token: *** 2024-12-18T00:24:54.3899348Z env: 2024-12-18T00:24:54.3899553Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:54.3899880Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:54.3900221Z ##[endgroup] 2024-12-18T00:24:54.3920081Z ##[group]Run set -eux 2024-12-18T00:24:54.3920343Z set -eux 2024-12-18T00:24:54.3920753Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2024-12-18T00:24:54.3929862Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:54.3930224Z env: 2024-12-18T00:24:54.3930440Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:54.3930765Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:54.3931244Z GITHUB_TOKEN: *** 2024-12-18T00:24:54.3931479Z ##[endgroup] 2024-12-18T00:24:54.3958223Z + python3 .github/scripts/get_workflow_job_id.py 12383255654 i-060ec8635a6720220 2024-12-18T00:24:55.2964216Z setting job-id=34567042508 2024-12-18T00:24:55.2964868Z setting job-name=linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:24:55.3131336Z Prepare all required actions 2024-12-18T00:24:55.3131701Z Getting action download info 2024-12-18T00:24:55.4351701Z ##[group]Run ./.github/actions/filter-test-configs 2024-12-18T00:24:55.4352034Z with: 2024-12-18T00:24:55.4352423Z github-token: *** 2024-12-18T00:24:55.4355557Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 2, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 3, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 4, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 5, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 6, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 7, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 8, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}]} 2024-12-18T00:24:55.4359061Z job-name: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:24:55.4359671Z env: 2024-12-18T00:24:55.4359881Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:55.4360196Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:55.4360537Z ##[endgroup] 2024-12-18T00:24:55.4400130Z ##[group]Run nick-fields/retry@v3.0.0 2024-12-18T00:24:55.4400439Z with: 2024-12-18T00:24:55.4400647Z shell: bash 2024-12-18T00:24:55.4400865Z timeout_minutes: 10 2024-12-18T00:24:55.4401117Z max_attempts: 5 2024-12-18T00:24:55.4401359Z retry_wait_seconds: 30 2024-12-18T00:24:55.4402092Z 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==6.0.1 2024-12-18T00:24:55.4402918Z polling_interval_seconds: 1 2024-12-18T00:24:55.4403189Z warning_on_retry: true 2024-12-18T00:24:55.4403450Z continue_on_error: false 2024-12-18T00:24:55.4403705Z env: 2024-12-18T00:24:55.4403955Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:55.4404282Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:55.4404781Z GITHUB_TOKEN: *** 2024-12-18T00:24:55.4405009Z ##[endgroup] 2024-12-18T00:24:55.5393351Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.1 2024-12-18T00:24:55.7792924Z Defaulting to user installation because normal site-packages is not writeable 2024-12-18T00:24:55.7967890Z Requirement already satisfied: requests==2.27.1 in /home/ec2-user/.local/lib/python3.9/site-packages (2.27.1) 2024-12-18T00:24:55.7971243Z Requirement already satisfied: pyyaml==6.0.1 in /home/ec2-user/.local/lib/python3.9/site-packages (6.0.1) 2024-12-18T00:24:55.8089338Z Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (2.10) 2024-12-18T00:24:55.8093076Z Requirement already satisfied: certifi>=2017.4.17 in /home/ec2-user/.local/lib/python3.9/site-packages (from requests==2.27.1) (2024.12.14) 2024-12-18T00:24:55.8101275Z Requirement already satisfied: charset-normalizer~=2.0.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from requests==2.27.1) (2.0.12) 2024-12-18T00:24:55.8106177Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (1.25.10) 2024-12-18T00:24:56.5177877Z Command completed after 1 attempt(s). 2024-12-18T00:24:56.5257453Z ##[group]Run set -x 2024-12-18T00:24:56.5257708Z set -x 2024-12-18T00:24:56.5257934Z  2024-12-18T00:24:56.5258503Z # Use relative path here as this could be checked out anywhere, not necessarily 2024-12-18T00:24:56.5258961Z # in runner workspace 2024-12-18T00:24:56.5259330Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2024-12-18T00:24:56.5269437Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:56.5269799Z env: 2024-12-18T00:24:56.5270015Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:56.5270332Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:56.5270671Z ##[endgroup] 2024-12-18T00:24:56.5299882Z + python3 /home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2024-12-18T00:24:56.5554472Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2024-12-18T00:24:56.5554903Z echo "Workflow: ${GITHUB_WORKFLOW}" 2024-12-18T00:24:56.5555240Z echo "Job name: ${JOB_NAME}" 2024-12-18T00:24:56.5555528Z  2024-12-18T00:24:56.5555911Z # Use relative path here as this could be checked out anywhere, not necessarily 2024-12-18T00:24:56.5556372Z # in runner workspace 2024-12-18T00:24:56.5556783Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2024-12-18T00:24:56.5557234Z  --workflow "${GITHUB_WORKFLOW}" \ 2024-12-18T00:24:56.5557553Z  --job-name "${JOB_NAME}" \ 2024-12-18T00:24:56.5560571Z  --test-matrix "{"include": [{"config": "default", "shard": 1, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 2, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 3, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 4, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 5, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 6, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 7, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 8, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}]}" \ 2024-12-18T00:24:56.5563901Z  --selected-test-configs "" \ 2024-12-18T00:24:56.5564232Z  --pr-number "${PR_NUMBER}" \ 2024-12-18T00:24:56.5564535Z  --tag "${TAG}" \ 2024-12-18T00:24:56.5564817Z  --event-name "${EVENT_NAME}" \ 2024-12-18T00:24:56.5565131Z  --schedule "${SCHEDULE}" \ 2024-12-18T00:24:56.5565619Z  --branch "${HEAD_BRANCH}" 2024-12-18T00:24:56.5574325Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:56.5574687Z env: 2024-12-18T00:24:56.5574904Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:56.5575239Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:56.5575764Z GITHUB_TOKEN: *** 2024-12-18T00:24:56.5576333Z JOB_NAME: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:24:56.5576945Z PR_NUMBER: 2024-12-18T00:24:56.5577156Z TAG: 2024-12-18T00:24:56.5577361Z EVENT_NAME: push 2024-12-18T00:24:56.5577594Z SCHEDULE: 2024-12-18T00:24:56.5577811Z HEAD_BRANCH: 2024-12-18T00:24:56.5578038Z ##[endgroup] 2024-12-18T00:24:56.5608349Z Workflow: periodic 2024-12-18T00:24:56.5608931Z Job name: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:24:56.8494060Z ##[group]Run echo "Filtered matrix:" 2024-12-18T00:24:56.8494411Z echo "Filtered matrix:" 2024-12-18T00:24:56.8497579Z echo "{"include": [{"config": "default", "shard": 1, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 2, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 3, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 4, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 5, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 6, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 7, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}, {"config": "default", "shard": 8, "num_shards": 8, "runner": "linux.g5.4xlarge.nvidia.gpu", "owners": ["module:slowgradcheck"]}]}" 2024-12-18T00:24:56.8500750Z  2024-12-18T00:24:56.8500965Z echo 2024-12-18T00:24:56.8501238Z echo "Is the current job unstable? False" 2024-12-18T00:24:56.8501556Z  2024-12-18T00:24:56.8501763Z echo 2024-12-18T00:24:56.8502026Z echo "Is keep-going label set? False" 2024-12-18T00:24:56.8502336Z  2024-12-18T00:24:56.8502537Z echo 2024-12-18T00:24:56.8502765Z echo "Renabled issues? " 2024-12-18T00:24:56.8511511Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:56.8511871Z env: 2024-12-18T00:24:56.8512084Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:56.8512411Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:56.8512752Z ##[endgroup] 2024-12-18T00:24:56.8541242Z Filtered matrix: 2024-12-18T00:24:56.8544789Z {include: [{config: default, shard: 1, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}, {config: default, shard: 2, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}, {config: default, shard: 3, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}, {config: default, shard: 4, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}, {config: default, shard: 5, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}, {config: default, shard: 6, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}, {config: default, shard: 7, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}, {config: default, shard: 8, num_shards: 8, runner: linux.g5.4xlarge.nvidia.gpu, owners: [module:slowgradcheck]}]} 2024-12-18T00:24:56.8547887Z 2024-12-18T00:24:56.8548021Z Is the current job unstable? False 2024-12-18T00:24:56.8548438Z 2024-12-18T00:24:56.8548557Z Is keep-going label set? False 2024-12-18T00:24:56.8548737Z 2024-12-18T00:24:56.8548831Z Renabled issues? 2024-12-18T00:24:56.8591387Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2024-12-18T00:24:56.8591877Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2024-12-18T00:24:56.8600689Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:24:56.8601059Z env: 2024-12-18T00:24:56.8601276Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:56.8601602Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:56.8601954Z JOB_TIMEOUT: 300 2024-12-18T00:24:56.8602187Z ##[endgroup] 2024-12-18T00:24:56.8676975Z ##[group]Run set -x 2024-12-18T00:24:56.8677344Z set -x 2024-12-18T00:24:56.8677621Z  2024-12-18T00:24:56.8677931Z if [[ $TEST_CONFIG == 'multigpu' ]]; then 2024-12-18T00:24:56.8678343Z  TEST_COMMAND=.ci/pytorch/multigpu-test.sh 2024-12-18T00:24:56.8678730Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then 2024-12-18T00:24:56.8679081Z  TEST_COMMAND=.ci/onnx/test.sh 2024-12-18T00:24:56.8679378Z else 2024-12-18T00:24:56.8679630Z  TEST_COMMAND=.ci/pytorch/test.sh 2024-12-18T00:24:56.8679927Z fi 2024-12-18T00:24:56.8680131Z  2024-12-18T00:24:56.8680457Z # detached container should get cleaned up by teardown_ec2_linux 2024-12-18T00:24:56.8680961Z # TODO: Stop building test binaries as part of the build phase 2024-12-18T00:24:56.8681406Z # Used for GPU_FLAG since that doesn't play nice 2024-12-18T00:24:56.8681789Z # shellcheck disable=SC2086,SC2090 2024-12-18T00:24:56.8682115Z container_name=$(docker run \ 2024-12-18T00:24:56.8682420Z  ${GPU_FLAG:-} \ 2024-12-18T00:24:56.8682717Z  ${SCCACHE_SERVER_PORT_DOCKER_FLAG:-} \ 2024-12-18T00:24:56.8683167Z  -e BUILD_ENVIRONMENT \ 2024-12-18T00:24:56.8683450Z  -e PR_NUMBER \ 2024-12-18T00:24:56.8683724Z  -e GITHUB_ACTIONS \ 2024-12-18T00:24:56.8684002Z  -e GITHUB_REPOSITORY \ 2024-12-18T00:24:56.8684293Z  -e GITHUB_WORKFLOW \ 2024-12-18T00:24:56.8684571Z  -e GITHUB_JOB \ 2024-12-18T00:24:56.8684829Z  -e GITHUB_RUN_ID \ 2024-12-18T00:24:56.8685102Z  -e GITHUB_RUN_NUMBER \ 2024-12-18T00:24:56.8685417Z  -e GITHUB_RUN_ATTEMPT \ 2024-12-18T00:24:56.8685768Z  -e JOB_ID \ 2024-12-18T00:24:56.8686081Z  -e JOB_NAME \ 2024-12-18T00:24:56.8686389Z  -e BASE_SHA \ 2024-12-18T00:24:56.8686706Z  -e BRANCH \ 2024-12-18T00:24:56.8687018Z  -e SHA1 \ 2024-12-18T00:24:56.8687326Z  -e AWS_DEFAULT_REGION \ 2024-12-18T00:24:56.8687624Z  -e IN_WHEEL_TEST \ 2024-12-18T00:24:56.8687886Z  -e SHARD_NUMBER \ 2024-12-18T00:24:56.8688154Z  -e TEST_CONFIG \ 2024-12-18T00:24:56.8688424Z  -e NUM_TEST_SHARDS \ 2024-12-18T00:24:56.8688713Z  -e REENABLED_ISSUES \ 2024-12-18T00:24:56.8689010Z  -e CONTINUE_THROUGH_ERROR \ 2024-12-18T00:24:56.8689315Z  -e VERBOSE_TEST_LOGS \ 2024-12-18T00:24:56.8689595Z  -e TEST_SHOWLOCALS \ 2024-12-18T00:24:56.8689871Z  -e NO_TEST_TIMEOUT \ 2024-12-18T00:24:56.8690141Z  -e NO_TD \ 2024-12-18T00:24:56.8690396Z  -e TD_DISTRIBUTED \ 2024-12-18T00:24:56.8690669Z  -e PR_LABELS \ 2024-12-18T00:24:56.8690953Z  -e MAX_JOBS="$(nproc --ignore=2)" \ 2024-12-18T00:24:56.8691278Z  -e SCCACHE_BUCKET \ 2024-12-18T00:24:56.8691557Z  -e SCCACHE_REGION \ 2024-12-18T00:24:56.8691839Z  -e SCCACHE_S3_KEY_PREFIX \ 2024-12-18T00:24:56.8692139Z  -e XLA_CUDA \ 2024-12-18T00:24:56.8692421Z  -e XLA_CLANG_CACHE_S3_BUCKET_NAME \ 2024-12-18T00:24:56.8692770Z  -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \ 2024-12-18T00:24:56.8693130Z  -e PYTORCH_TEST_RERUN_DISABLED_TESTS \ 2024-12-18T00:24:56.8693984Z  -e SKIP_SCCACHE_INITIALIZATION=1 \ 2024-12-18T00:24:56.8694309Z  -e HUGGING_FACE_HUB_TOKEN \ 2024-12-18T00:24:56.8694647Z  -e SCRIBE_GRAPHQL_ACCESS_TOKEN \ 2024-12-18T00:24:56.8694962Z  -e DASHBOARD_TAG \ 2024-12-18T00:24:56.8695238Z  -e IS_A100_RUNNER \ 2024-12-18T00:24:56.8695515Z  -e ARTIFACTS_FILE_SUFFIX \ 2024-12-18T00:24:56.8695899Z  --env-file="/tmp/github_env_${GITHUB_RUN_ID}" \ 2024-12-18T00:24:56.8696311Z  --security-opt seccomp=unconfined \ 2024-12-18T00:24:56.8696760Z  --cap-add=SYS_PTRACE \ 2024-12-18T00:24:56.8697049Z  --ipc=host \ 2024-12-18T00:24:56.8697319Z  --shm-size="${SHM_SIZE}" \ 2024-12-18T00:24:56.8697602Z  --tty \ 2024-12-18T00:24:56.8697840Z  --detach \ 2024-12-18T00:24:56.8698109Z  --name="${container_name}" \ 2024-12-18T00:24:56.8698414Z  --user jenkins \ 2024-12-18T00:24:56.8698765Z  -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \ 2024-12-18T00:24:56.8699140Z  -w /var/lib/jenkins/workspace \ 2024-12-18T00:24:56.8699456Z  "${DOCKER_IMAGE}" 2024-12-18T00:24:56.8699718Z ) 2024-12-18T00:24:56.8700005Z # Propagate download.pytorch.org IP to container 2024-12-18T00:24:56.8700626Z grep download.pytorch.org /etc/hosts | docker exec -i "${container_name}" sudo bash -c "/bin/cat >> /etc/hosts" 2024-12-18T00:24:56.8701273Z echo "DOCKER_CONTAINER_ID=${container_name}" >> "${GITHUB_ENV}" 2024-12-18T00:24:56.8701926Z docker exec -t "${container_name}" sh -c "python3 -m pip install $(echo dist/*.whl)[opt-einsum] && ${TEST_COMMAND}" 2024-12-18T00:24:56.8710093Z shell: /usr/bin/bash -e {0} 2024-12-18T00:24:56.8710365Z env: 2024-12-18T00:24:56.8710579Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:24:56.8710911Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:24:56.8711378Z BUILD_ENVIRONMENT: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck 2024-12-18T00:24:56.8711766Z PR_NUMBER: 2024-12-18T00:24:56.8712015Z GITHUB_REPOSITORY: pytorch/pytorch 2024-12-18T00:24:56.8712321Z GITHUB_WORKFLOW: periodic 2024-12-18T00:24:56.8712584Z GITHUB_JOB: test 2024-12-18T00:24:56.8712914Z GITHUB_RUN_ID: 12383255654 2024-12-18T00:24:56.8713665Z GITHUB_RUN_NUMBER: 15427 2024-12-18T00:24:56.8714021Z GITHUB_RUN_ATTEMPT: 1 2024-12-18T00:24:56.8714489Z JOB_ID: 34567042508 2024-12-18T00:24:56.8726740Z JOB_NAME: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:24:56.8727378Z BRANCH: release/2.6 2024-12-18T00:24:56.8727664Z SHA1: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:24:56.8728025Z BASE_SHA: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:24:56.8728351Z TEST_CONFIG: default 2024-12-18T00:24:56.8728588Z SHARD_NUMBER: 1 2024-12-18T00:24:56.8728809Z NUM_TEST_SHARDS: 8 2024-12-18T00:24:56.8729043Z REENABLED_ISSUES: 2024-12-18T00:24:56.8729283Z CONTINUE_THROUGH_ERROR: False 2024-12-18T00:24:56.8729561Z VERBOSE_TEST_LOGS: False 2024-12-18T00:24:56.8729824Z TEST_SHOWLOCALS: False 2024-12-18T00:24:56.8730068Z NO_TEST_TIMEOUT: False 2024-12-18T00:24:56.8730318Z NO_TD: False 2024-12-18T00:24:56.8730539Z TD_DISTRIBUTED: False 2024-12-18T00:24:56.8730842Z SCCACHE_BUCKET: ossci-compiler-cache-circleci-v2 2024-12-18T00:24:56.8731189Z SCCACHE_REGION: us-east-1 2024-12-18T00:24:56.8731451Z SCCACHE_S3_KEY_PREFIX: periodic 2024-12-18T00:24:56.8731726Z SHM_SIZE: 2g 2024-12-18T00:24:56.8732380Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:24:56.8733083Z XLA_CUDA: 2024-12-18T00:24:56.8733432Z XLA_CLANG_CACHE_S3_BUCKET_NAME: ossci-compiler-clang-cache-circleci-xla 2024-12-18T00:24:56.8733871Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2024-12-18T00:24:56.8734342Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2024-12-18T00:24:56.8734628Z DASHBOARD_TAG: 2024-12-18T00:24:56.8735021Z HUGGING_FACE_HUB_TOKEN: *** 2024-12-18T00:24:56.8735414Z SCRIBE_GRAPHQL_ACCESS_TOKEN: *** 2024-12-18T00:24:56.8735694Z IS_A100_RUNNER: 0 2024-12-18T00:24:56.8736080Z ARTIFACTS_FILE_SUFFIX: test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T00:24:56.8736518Z ##[endgroup] 2024-12-18T00:24:56.8765615Z + [[ default == \m\u\l\t\i\g\p\u ]] 2024-12-18T00:24:56.8766175Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *onnx* ]] 2024-12-18T00:24:56.8766718Z + TEST_COMMAND=.ci/pytorch/test.sh 2024-12-18T00:24:56.8775699Z +++ nproc --ignore=2 2024-12-18T00:24:56.8794014Z ++ 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 SCCACHE_S3_KEY_PREFIX -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 IS_A100_RUNNER -e ARTIFACTS_FILE_SUFFIX --env-file=/tmp/github_env_12383255654 --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/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:25:08.7299421Z + container_name=f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T00:25:08.7306156Z + grep download.pytorch.org /etc/hosts 2024-12-18T00:25:08.7307580Z + docker exec -i f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 sudo bash -c '/bin/cat >> /etc/hosts' 2024-12-18T00:25:08.8986050Z + echo DOCKER_CONTAINER_ID=f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T00:25:08.8990164Z ++ echo dist/torch-2.6.0a0+git0cdf8b1-cp310-cp310-linux_x86_64.whl 2024-12-18T00:25:08.8993162Z + docker exec -t f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 sh -c 'python3 -m pip install dist/torch-2.6.0a0+git0cdf8b1-cp310-cp310-linux_x86_64.whl[opt-einsum] && .ci/pytorch/test.sh' 2024-12-18T00:25:09.2925269Z Processing ./dist/torch-2.6.0a0+git0cdf8b1-cp310-cp310-linux_x86_64.whl (from torch==2.6.0a0+git0cdf8b1) 2024-12-18T00:25:09.6233987Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (3.16.1) 2024-12-18T00:25:09.6237616Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (4.12.2) 2024-12-18T00:25:09.6240448Z Requirement already satisfied: networkx in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (2.8.8) 2024-12-18T00:25:09.6243647Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (3.1.4) 2024-12-18T00:25:09.6247270Z Requirement already satisfied: fsspec in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (2024.10.0) 2024-12-18T00:25:09.6252834Z Requirement already satisfied: sympy==1.13.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (1.13.1) 2024-12-18T00:25:09.6269578Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from sympy==1.13.1->torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (1.3.0) 2024-12-18T00:25:09.6283117Z Requirement already satisfied: opt-einsum>=3.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (3.3.0) 2024-12-18T00:25:09.6301038Z Requirement already satisfied: numpy>=1.7 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from opt-einsum>=3.3->torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (1.22.4) 2024-12-18T00:25:09.6687210Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch==2.6.0a0+git0cdf8b1->torch==2.6.0a0+git0cdf8b1) (3.0.2) 2024-12-18T00:25:10.0218970Z Installing collected packages: torch 2024-12-18T00:25:20.6172034Z Successfully installed torch-2.6.0a0+git0cdf8b1 2024-12-18T00:25:20.6918818Z + export TERM=vt100 2024-12-18T00:25:20.6921468Z + TERM=vt100 2024-12-18T00:25:20.6921765Z ++ dirname .ci/pytorch/test.sh 2024-12-18T00:25:20.6933690Z + source .ci/pytorch/common.sh 2024-12-18T00:25:20.6937687Z +++ dirname .ci/pytorch/common.sh 2024-12-18T00:25:20.6947707Z ++ source .ci/pytorch/common_utils.sh 2024-12-18T00:25:20.6949871Z +++ declare -f -t trap_add 2024-12-18T00:25:20.6956252Z ++ set -ex 2024-12-18T00:25:20.6956750Z ++ [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *rocm* ]] 2024-12-18T00:25:20.6957292Z ++ BUILD_TEST_LIBTORCH=0 2024-12-18T00:25:20.6957764Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *rocm* ]] 2024-12-18T00:25:20.6958247Z + [[ -d /var/lib/jenkins/workspace ]] 2024-12-18T00:25:20.6961331Z ++ stat -c %u /var/lib/jenkins/workspace 2024-12-18T00:25:20.6981786Z + WORKSPACE_ORIGINAL_OWNER_ID=1000 2024-12-18T00:25:20.6982133Z + trap_add cleanup_workspace EXIT 2024-12-18T00:25:20.6982500Z + trap_add_cmd=cleanup_workspace 2024-12-18T00:25:20.6982776Z + shift 2024-12-18T00:25:20.6983011Z + for trap_add_name in "$@" 2024-12-18T00:25:20.6990420Z +++ trap -p EXIT 2024-12-18T00:25:20.6992994Z ++ eval 'extract_trap_cmd ' 2024-12-18T00:25:20.6993292Z +++ extract_trap_cmd 2024-12-18T00:25:20.6993544Z +++ printf '%s\n' '' 2024-12-18T00:25:20.6993812Z ++ printf '%s\n' cleanup_workspace 2024-12-18T00:25:20.6996740Z + trap -- ' 2024-12-18T00:25:20.6997054Z cleanup_workspace' EXIT 2024-12-18T00:25:20.6997369Z + sudo chown -R jenkins /var/lib/jenkins/workspace 2024-12-18T00:25:21.4273799Z + git config --global --add safe.directory /var/lib/jenkins/workspace 2024-12-18T00:25:21.4296554Z + echo 'Environment variables:' 2024-12-18T00:25:21.4296878Z Environment variables: 2024-12-18T00:25:21.4297124Z + env 2024-12-18T00:25:21.4307202Z INSTALLED_DB=yes 2024-12-18T00:25:21.4307607Z NV_LIBCUBLAS_VERSION=12.1.3.1-1 2024-12-18T00:25:21.4308010Z NVIDIA_VISIBLE_DEVICES=all 2024-12-18T00:25:21.4308399Z NV_NVML_DEV_VERSION=12.1.105-1 2024-12-18T00:25:21.4308944Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:25:21.4309550Z CONTINUE_THROUGH_ERROR=False 2024-12-18T00:25:21.4310030Z NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.17.1-1+cuda12.1 2024-12-18T00:25:21.4310542Z NV_LIBNCCL_DEV_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:25:21.4310971Z BUILD_ENVIRONMENT=linux-focal-cuda12.1-py3-gcc9-slow-gradcheck 2024-12-18T00:25:21.4311376Z HOSTNAME=f382ce56b7a6 2024-12-18T00:25:21.4311927Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4312519Z GITHUB_ACTION=__self 2024-12-18T00:25:21.4312783Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2024-12-18T00:25:21.4315686Z NVIDIA_REQUIRE_CUDA=cuda>=12.1 brand=tesla,driver>=470,driver<471 brand=unknown,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471 brand=geforce,driver>=470,driver<471 brand=geforcertx,driver>=470,driver<471 brand=quadro,driver>=470,driver<471 brand=quadrortx,driver>=470,driver<471 brand=titan,driver>=470,driver<471 brand=titanrtx,driver>=470,driver<471 brand=tesla,driver>=525,driver<526 brand=unknown,driver>=525,driver<526 brand=nvidia,driver>=525,driver<526 brand=nvidiartx,driver>=525,driver<526 brand=geforce,driver>=525,driver<526 brand=geforcertx,driver>=525,driver<526 brand=quadro,driver>=525,driver<526 brand=quadrortx,driver>=525,driver<526 brand=titan,driver>=525,driver<526 brand=titanrtx,driver>=525,driver<526 2024-12-18T00:25:21.4318852Z NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-1=12.1.3.1-1 2024-12-18T00:25:21.4319211Z NV_NVTX_VERSION=12.1.105-1 2024-12-18T00:25:21.4319475Z GITHUB_RUN_NUMBER=15427 2024-12-18T00:25:21.4319739Z TEST_CONFIG=default 2024-12-18T00:25:21.4320195Z GITHUB_REPOSITORY_OWNER_ID=21003710 2024-12-18T00:25:21.4320525Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2024-12-18T00:25:21.4320831Z IS_A100_RUNNER=0 2024-12-18T00:25:21.4321073Z NV_CUDA_CUDART_DEV_VERSION=12.1.105-1 2024-12-18T00:25:21.4321396Z NV_LIBCUSPARSE_VERSION=12.1.0.106-1 2024-12-18T00:25:21.4321894Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2024-12-18T00:25:21.4322188Z NV_LIBNPP_VERSION=12.1.0.40-1 2024-12-18T00:25:21.4322476Z GITHUB_TRIGGERING_ACTOR=malfet 2024-12-18T00:25:21.4322798Z CMAKE_CUDA_COMPILER_LAUNCHER=/opt/cache/bin/sccache 2024-12-18T00:25:21.4323222Z GITHUB_REF_TYPE=branch 2024-12-18T00:25:21.4323479Z TORCH_CUDA_ARCH_LIST=Maxwell 2024-12-18T00:25:21.4323753Z NCCL_VERSION=2.17.1-1 2024-12-18T00:25:21.4324045Z BASE_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4324360Z XLA_CUDA= 2024-12-18T00:25:21.4324681Z HUGGING_FACE_HUB_TOKEN=*** 2024-12-18T00:25:21.4325188Z *** 2024-12-18T00:25:21.4325411Z CARGO_NET_GIT_FETCH_WITH_CLI=true 2024-12-18T00:25:21.4325715Z GITHUB_REPOSITORY_ID=65600975 2024-12-18T00:25:21.4326013Z GITHUB_ACTIONS=true 2024-12-18T00:25:21.4326262Z NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:25:21.4326579Z NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-1=12.1.105-1 2024-12-18T00:25:21.4326933Z NV_LIBNPP_PACKAGE=libnpp-12-1=12.1.0.40-1 2024-12-18T00:25:21.4327274Z SHA1=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4327617Z NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev 2024-12-18T00:25:21.4327968Z GITHUB_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4328489Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/periodic.yml@refs/heads/release/2.6 2024-12-18T00:25:21.4328960Z UCC_HOME=/usr 2024-12-18T00:25:21.4329200Z NV_LIBCUBLAS_DEV_VERSION=12.1.3.1-1 2024-12-18T00:25:21.4329490Z VERBOSE_TEST_LOGS=False 2024-12-18T00:25:21.4329750Z NVIDIA_PRODUCT_NAME=CUDA 2024-12-18T00:25:21.4330051Z NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-1 2024-12-18T00:25:21.4330391Z GITHUB_REF=refs/heads/release/2.6 2024-12-18T00:25:21.4330689Z NV_CUDA_CUDART_VERSION=12.1.105-1 2024-12-18T00:25:21.4330963Z SHARD_NUMBER=1 2024-12-18T00:25:21.4331200Z GITHUB_REF_PROTECTED=true 2024-12-18T00:25:21.4331453Z HOME=/var/lib/jenkins 2024-12-18T00:25:21.4331759Z GITHUB_API_URL=https://api.github.com 2024-12-18T00:25:21.4332102Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2024-12-18T00:25:21.4332448Z UCX_COMMIT=7bb2722ff2187a0cad557ae4a6afa090569f83fb 2024-12-18T00:25:21.4332793Z SCCACHE_S3_KEY_PREFIX=periodic 2024-12-18T00:25:21.4333062Z CUDA_VERSION=12.1.1 2024-12-18T00:25:21.4333335Z NV_LIBCUBLAS_PACKAGE=libcublas-12-1=12.1.3.1-1 2024-12-18T00:25:21.4333654Z NUM_TEST_SHARDS=8 2024-12-18T00:25:21.4333887Z UCX_HOME=/usr 2024-12-18T00:25:21.4334224Z NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-1=12.1.1-1 2024-12-18T00:25:21.4334921Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4335848Z JOB_NAME=linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:25:21.4336752Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4337496Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2024-12-18T00:25:21.4338063Z GITHUB_EVENT_NAME=push 2024-12-18T00:25:21.4338321Z DASHBOARD_TAG= 2024-12-18T00:25:21.4338549Z GITHUB_RUN_ID=12383255654 2024-12-18T00:25:21.4338859Z NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-1=12.1.0.40-1 2024-12-18T00:25:21.4339218Z NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-1 2024-12-18T00:25:21.4339860Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4340478Z GITHUB_ACTOR=malfet 2024-12-18T00:25:21.4340723Z NV_LIBNPP_DEV_VERSION=12.1.0.40-1 2024-12-18T00:25:21.4341003Z PR_NUMBER= 2024-12-18T00:25:21.4341225Z GITHUB_RUN_ATTEMPT=1 2024-12-18T00:25:21.4341570Z ANACONDA_PYTHON_VERSION=3.10 2024-12-18T00:25:21.4341901Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2024-12-18T00:25:21.4342229Z TERM=vt100 2024-12-18T00:25:21.4342466Z NV_LIBCUSPARSE_DEV_VERSION=12.1.0.106-1 2024-12-18T00:25:21.4342768Z INSTALLED_VISION=yes 2024-12-18T00:25:21.4343012Z BRANCH=release/2.6 2024-12-18T00:25:21.4343258Z SCCACHE_REGION=us-east-1 2024-12-18T00:25:21.4343528Z OPENSSL_ROOT_DIR=/opt/openssl 2024-12-18T00:25:21.4343824Z LIBRARY_PATH=/usr/local/cuda/lib64/stubs 2024-12-18T00:25:21.4344132Z CUDA_PATH=/usr/local/cuda 2024-12-18T00:25:21.4344623Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2024-12-18T00:25:21.4345165Z GITHUB_SERVER_URL=https://github.com 2024-12-18T00:25:21.4345509Z UCC_COMMIT=20eae37090a4ce1b32bcce6144ccad0b49943e0b 2024-12-18T00:25:21.4345852Z REENABLED_ISSUES= 2024-12-18T00:25:21.4346083Z SHLVL=1 2024-12-18T00:25:21.4346292Z MAX_JOBS=14 2024-12-18T00:25:21.4346520Z NV_CUDA_LIB_VERSION=12.1.1-1 2024-12-18T00:25:21.4346786Z NVARCH=x86_64 2024-12-18T00:25:21.4347014Z GITHUB_ACTOR_ID=2453524 2024-12-18T00:25:21.4347345Z GITHUB_WORKFLOW_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4347725Z GITHUB_REF_NAME=release/2.6 2024-12-18T00:25:21.4348018Z NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-1 2024-12-18T00:25:21.4348441Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2024-12-18T00:25:21.4348856Z GITHUB_JOB=test 2024-12-18T00:25:21.4349117Z NV_LIBNCCL_PACKAGE=libnccl2=2.17.1-1+cuda12.1 2024-12-18T00:25:21.4349512Z LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64 2024-12-18T00:25:21.4349891Z NO_TEST_TIMEOUT=False 2024-12-18T00:25:21.4350138Z TD_DISTRIBUTED=False 2024-12-18T00:25:21.4350409Z NV_CUDA_NSIGHT_COMPUTE_VERSION=12.1.1-1 2024-12-18T00:25:21.4350730Z GITHUB_REPOSITORY=pytorch/pytorch 2024-12-18T00:25:21.4351032Z NV_NVPROF_VERSION=12.1.105-1 2024-12-18T00:25:21.4351309Z GITHUB_RETENTION_DAYS=90 2024-12-18T00:25:21.4351566Z OPENSSL_DIR=/opt/openssl 2024-12-18T00:25:21.4351835Z GITHUB_ACTION_REPOSITORY= 2024-12-18T00:25:21.4352554Z PATH=/opt/cache/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2024-12-18T00:25:21.4353289Z GITHUB_BASE_REF= 2024-12-18T00:25:21.4353687Z ARTIFACTS_FILE_SUFFIX=test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T00:25:21.4354157Z NV_LIBNCCL_PACKAGE_NAME=libnccl2 2024-12-18T00:25:21.4354440Z CI=true 2024-12-18T00:25:21.4354668Z NV_LIBNCCL_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:25:21.4354974Z GITHUB_REPOSITORY_OWNER=pytorch 2024-12-18T00:25:21.4355248Z JOB_ID=34567042508 2024-12-18T00:25:21.4355485Z INSTALLED_PROTOBUF=yes 2024-12-18T00:25:21.4355735Z GITHUB_HEAD_REF= 2024-12-18T00:25:21.4355967Z GITHUB_ACTION_REF= 2024-12-18T00:25:21.4356259Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2024-12-18T00:25:21.4356600Z TEST_SHOWLOCALS=False 2024-12-18T00:25:21.4356849Z GITHUB_WORKFLOW=periodic 2024-12-18T00:25:21.4357131Z DEBIAN_FRONTEND=noninteractive 2024-12-18T00:25:21.4357714Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4358306Z NO_TD=False 2024-12-18T00:25:21.4358536Z SKIP_SCCACHE_INITIALIZATION=1 2024-12-18T00:25:21.4358805Z _=/usr/bin/env 2024-12-18T00:25:21.4359209Z ++ python -c 'import site; print(site.getsitepackages()[0])' 2024-12-18T00:25:21.4540549Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch 2024-12-18T00:25:21.4541246Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T00:25:21.4542033Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib 2024-12-18T00:25:21.4542785Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/test 2024-12-18T00:25:21.4543346Z + BUILD_DIR=build 2024-12-18T00:25:21.4543593Z + BUILD_RENAMED_DIR=build_renamed 2024-12-18T00:25:21.4543878Z + BUILD_BIN_DIR=build/bin 2024-12-18T00:25:21.4544523Z + SHARD_NUMBER=1 2024-12-18T00:25:21.4544761Z + NUM_TEST_SHARDS=8 2024-12-18T00:25:21.4544992Z + export VALGRIND=ON 2024-12-18T00:25:21.4545231Z + VALGRIND=ON 2024-12-18T00:25:21.4545568Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *clang9* ]] 2024-12-18T00:25:21.4546050Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *xpu* ]] 2024-12-18T00:25:21.4546469Z + [[ 0 == \1 ]] 2024-12-18T00:25:21.4546733Z + [[ False == \1 ]] 2024-12-18T00:25:21.4547063Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *bazel* ]] 2024-12-18T00:25:21.4547562Z ++ realpath build/custom_test_artifacts 2024-12-18T00:25:21.4559084Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/workspace/build/custom_test_artifacts 2024-12-18T00:25:21.4559559Z + [[ -n '' ]] 2024-12-18T00:25:21.4559845Z + echo 'Environment variables' 2024-12-18T00:25:21.4560143Z Environment variables 2024-12-18T00:25:21.4560391Z + env 2024-12-18T00:25:21.4568065Z INSTALLED_DB=yes 2024-12-18T00:25:21.4568459Z NV_LIBCUBLAS_VERSION=12.1.3.1-1 2024-12-18T00:25:21.4568834Z NVIDIA_VISIBLE_DEVICES=all 2024-12-18T00:25:21.4569212Z NV_NVML_DEV_VERSION=12.1.105-1 2024-12-18T00:25:21.4569770Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:25:21.4570382Z CONTINUE_THROUGH_ERROR=False 2024-12-18T00:25:21.4570853Z NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.17.1-1+cuda12.1 2024-12-18T00:25:21.4571380Z NV_LIBNCCL_DEV_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:25:21.4571922Z BUILD_ENVIRONMENT=linux-focal-cuda12.1-py3-gcc9-slow-gradcheck 2024-12-18T00:25:21.4572483Z HOSTNAME=f382ce56b7a6 2024-12-18T00:25:21.4573203Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4573868Z GITHUB_ACTION=__self 2024-12-18T00:25:21.4574136Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2024-12-18T00:25:21.4576944Z NVIDIA_REQUIRE_CUDA=cuda>=12.1 brand=tesla,driver>=470,driver<471 brand=unknown,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471 brand=geforce,driver>=470,driver<471 brand=geforcertx,driver>=470,driver<471 brand=quadro,driver>=470,driver<471 brand=quadrortx,driver>=470,driver<471 brand=titan,driver>=470,driver<471 brand=titanrtx,driver>=470,driver<471 brand=tesla,driver>=525,driver<526 brand=unknown,driver>=525,driver<526 brand=nvidia,driver>=525,driver<526 brand=nvidiartx,driver>=525,driver<526 brand=geforce,driver>=525,driver<526 brand=geforcertx,driver>=525,driver<526 brand=quadro,driver>=525,driver<526 brand=quadrortx,driver>=525,driver<526 brand=titan,driver>=525,driver<526 brand=titanrtx,driver>=525,driver<526 2024-12-18T00:25:21.4579943Z NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-1=12.1.3.1-1 2024-12-18T00:25:21.4580432Z NV_NVTX_VERSION=12.1.105-1 2024-12-18T00:25:21.4580738Z GITHUB_RUN_NUMBER=15427 2024-12-18T00:25:21.4581024Z TEST_CONFIG=default 2024-12-18T00:25:21.4581364Z GITHUB_REPOSITORY_OWNER_ID=21003710 2024-12-18T00:25:21.4581769Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2024-12-18T00:25:21.4582187Z IS_A100_RUNNER=0 2024-12-18T00:25:21.4582494Z NV_CUDA_CUDART_DEV_VERSION=12.1.105-1 2024-12-18T00:25:21.4582902Z NV_LIBCUSPARSE_VERSION=12.1.0.106-1 2024-12-18T00:25:21.4583398Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2024-12-18T00:25:21.4583721Z NV_LIBNPP_VERSION=12.1.0.40-1 2024-12-18T00:25:21.4584055Z GITHUB_TRIGGERING_ACTOR=malfet 2024-12-18T00:25:21.4584563Z CMAKE_CUDA_COMPILER_LAUNCHER=/opt/cache/bin/sccache 2024-12-18T00:25:21.4584905Z GITHUB_REF_TYPE=branch 2024-12-18T00:25:21.4585167Z TORCH_CUDA_ARCH_LIST=Maxwell 2024-12-18T00:25:21.4585436Z NCCL_VERSION=2.17.1-1 2024-12-18T00:25:21.4585730Z BASE_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4586048Z XLA_CUDA= 2024-12-18T00:25:21.4586387Z HUGGING_FACE_HUB_TOKEN=*** 2024-12-18T00:25:21.4586855Z *** 2024-12-18T00:25:21.4587079Z CARGO_NET_GIT_FETCH_WITH_CLI=true 2024-12-18T00:25:21.4587374Z GITHUB_REPOSITORY_ID=65600975 2024-12-18T00:25:21.4587650Z GITHUB_ACTIONS=true 2024-12-18T00:25:21.4587897Z NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:25:21.4588353Z NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-1=12.1.105-1 2024-12-18T00:25:21.4588714Z NV_LIBNPP_PACKAGE=libnpp-12-1=12.1.0.40-1 2024-12-18T00:25:21.4589059Z SHA1=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4589423Z NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev 2024-12-18T00:25:21.4589775Z GITHUB_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4590309Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/periodic.yml@refs/heads/release/2.6 2024-12-18T00:25:21.4590784Z UCC_HOME=/usr 2024-12-18T00:25:21.4591023Z NV_LIBCUBLAS_DEV_VERSION=12.1.3.1-1 2024-12-18T00:25:21.4591325Z VERBOSE_TEST_LOGS=False 2024-12-18T00:25:21.4591585Z NVIDIA_PRODUCT_NAME=CUDA 2024-12-18T00:25:21.4591892Z NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-1 2024-12-18T00:25:21.4592278Z GITHUB_REF=refs/heads/release/2.6 2024-12-18T00:25:21.4592573Z NV_CUDA_CUDART_VERSION=12.1.105-1 2024-12-18T00:25:21.4592851Z SHARD_NUMBER=1 2024-12-18T00:25:21.4593087Z GITHUB_REF_PROTECTED=true 2024-12-18T00:25:21.4593347Z HOME=/var/lib/jenkins 2024-12-18T00:25:21.4593624Z GITHUB_API_URL=https://api.github.com 2024-12-18T00:25:21.4593945Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2024-12-18T00:25:21.4594283Z UCX_COMMIT=7bb2722ff2187a0cad557ae4a6afa090569f83fb 2024-12-18T00:25:21.4594628Z SCCACHE_S3_KEY_PREFIX=periodic 2024-12-18T00:25:21.4594897Z CUDA_VERSION=12.1.1 2024-12-18T00:25:21.4595173Z NV_LIBCUBLAS_PACKAGE=libcublas-12-1=12.1.3.1-1 2024-12-18T00:25:21.4595493Z NUM_TEST_SHARDS=8 2024-12-18T00:25:21.4595722Z UCX_HOME=/usr 2024-12-18T00:25:21.4596055Z NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-1=12.1.1-1 2024-12-18T00:25:21.4596761Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4597682Z JOB_NAME=linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T00:25:21.4598585Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4599335Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2024-12-18T00:25:21.4599806Z GITHUB_EVENT_NAME=push 2024-12-18T00:25:21.4600056Z DASHBOARD_TAG= 2024-12-18T00:25:21.4600284Z GITHUB_RUN_ID=12383255654 2024-12-18T00:25:21.4600585Z NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-1=12.1.0.40-1 2024-12-18T00:25:21.4600949Z NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-1 2024-12-18T00:25:21.4601592Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4602272Z GITHUB_ACTOR=malfet 2024-12-18T00:25:21.4602527Z NV_LIBNPP_DEV_VERSION=12.1.0.40-1 2024-12-18T00:25:21.4602800Z PR_NUMBER= 2024-12-18T00:25:21.4603122Z GITHUB_RUN_ATTEMPT=1 2024-12-18T00:25:21.4603368Z VALGRIND=ON 2024-12-18T00:25:21.4603596Z ANACONDA_PYTHON_VERSION=3.10 2024-12-18T00:25:21.4603920Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2024-12-18T00:25:21.4604258Z TERM=vt100 2024-12-18T00:25:21.4604495Z NV_LIBCUSPARSE_DEV_VERSION=12.1.0.106-1 2024-12-18T00:25:21.4604796Z INSTALLED_VISION=yes 2024-12-18T00:25:21.4605044Z BRANCH=release/2.6 2024-12-18T00:25:21.4605281Z SCCACHE_REGION=us-east-1 2024-12-18T00:25:21.4605550Z OPENSSL_ROOT_DIR=/opt/openssl 2024-12-18T00:25:21.4605855Z LIBRARY_PATH=/usr/local/cuda/lib64/stubs 2024-12-18T00:25:21.4606264Z CUDA_PATH=/usr/local/cuda 2024-12-18T00:25:21.4606760Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2024-12-18T00:25:21.4607296Z GITHUB_SERVER_URL=https://github.com 2024-12-18T00:25:21.4607650Z UCC_COMMIT=20eae37090a4ce1b32bcce6144ccad0b49943e0b 2024-12-18T00:25:21.4607986Z REENABLED_ISSUES= 2024-12-18T00:25:21.4608227Z SHLVL=1 2024-12-18T00:25:21.4608438Z MAX_JOBS=14 2024-12-18T00:25:21.4608658Z NV_CUDA_LIB_VERSION=12.1.1-1 2024-12-18T00:25:21.4608930Z NVARCH=x86_64 2024-12-18T00:25:21.4609161Z GITHUB_ACTOR_ID=2453524 2024-12-18T00:25:21.4609581Z GITHUB_WORKFLOW_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:25:21.4609962Z GITHUB_REF_NAME=release/2.6 2024-12-18T00:25:21.4610247Z NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-1 2024-12-18T00:25:21.4610679Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2024-12-18T00:25:21.4611087Z GITHUB_JOB=test 2024-12-18T00:25:21.4611356Z NV_LIBNCCL_PACKAGE=libnccl2=2.17.1-1+cuda12.1 2024-12-18T00:25:21.4611787Z LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64 2024-12-18T00:25:21.4612164Z NO_TEST_TIMEOUT=False 2024-12-18T00:25:21.4612412Z TD_DISTRIBUTED=False 2024-12-18T00:25:21.4612679Z NV_CUDA_NSIGHT_COMPUTE_VERSION=12.1.1-1 2024-12-18T00:25:21.4613266Z GITHUB_REPOSITORY=pytorch/pytorch 2024-12-18T00:25:21.4613597Z NV_NVPROF_VERSION=12.1.105-1 2024-12-18T00:25:21.4613863Z GITHUB_RETENTION_DAYS=90 2024-12-18T00:25:21.4614125Z OPENSSL_DIR=/opt/openssl 2024-12-18T00:25:21.4614389Z GITHUB_ACTION_REPOSITORY= 2024-12-18T00:25:21.4615109Z PATH=/opt/cache/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2024-12-18T00:25:21.4615833Z GITHUB_BASE_REF= 2024-12-18T00:25:21.4616220Z ARTIFACTS_FILE_SUFFIX=test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T00:25:21.4616681Z NV_LIBNCCL_PACKAGE_NAME=libnccl2 2024-12-18T00:25:21.4616957Z CI=true 2024-12-18T00:25:21.4617180Z NV_LIBNCCL_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:25:21.4617484Z GITHUB_REPOSITORY_OWNER=pytorch 2024-12-18T00:25:21.4617748Z JOB_ID=34567042508 2024-12-18T00:25:21.4617990Z INSTALLED_PROTOBUF=yes 2024-12-18T00:25:21.4618239Z GITHUB_HEAD_REF= 2024-12-18T00:25:21.4618473Z GITHUB_ACTION_REF= 2024-12-18T00:25:21.4618761Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2024-12-18T00:25:21.4619096Z TEST_SHOWLOCALS=False 2024-12-18T00:25:21.4619352Z GITHUB_WORKFLOW=periodic 2024-12-18T00:25:21.4619624Z DEBIAN_FRONTEND=noninteractive 2024-12-18T00:25:21.4620215Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_cd46f2c1-6d9e-4484-ae6a-f250a9aad618 2024-12-18T00:25:21.4620802Z NO_TD=False 2024-12-18T00:25:21.4621027Z SKIP_SCCACHE_INITIALIZATION=1 2024-12-18T00:25:21.4621309Z _=/usr/bin/env 2024-12-18T00:25:21.4621542Z + echo 'Testing pytorch' 2024-12-18T00:25:21.4621800Z Testing pytorch 2024-12-18T00:25:21.4622039Z + export LANG=C.UTF-8 2024-12-18T00:25:21.4622285Z + LANG=C.UTF-8 2024-12-18T00:25:21.4622508Z + PR_NUMBER= 2024-12-18T00:25:21.4622744Z + [[ default == \d\e\f\a\u\l\t ]] 2024-12-18T00:25:21.4623032Z + export CUDA_VISIBLE_DEVICES=0 2024-12-18T00:25:21.4623303Z + CUDA_VISIBLE_DEVICES=0 2024-12-18T00:25:21.4623572Z + export HIP_VISIBLE_DEVICES=0 2024-12-18T00:25:21.4623847Z + HIP_VISIBLE_DEVICES=0 2024-12-18T00:25:21.4624111Z + [[ default == \d\i\s\t\r\i\b\u\t\e\d ]] 2024-12-18T00:25:21.4624411Z + [[ default == \s\l\o\w ]] 2024-12-18T00:25:21.4624804Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *slow-gradcheck* ]] 2024-12-18T00:25:21.4625259Z + export PYTORCH_TEST_WITH_SLOW_GRADCHECK=1 2024-12-18T00:25:21.4625594Z + PYTORCH_TEST_WITH_SLOW_GRADCHECK=1 2024-12-18T00:25:21.4625915Z + export PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 2024-12-18T00:25:21.4626235Z + PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 2024-12-18T00:25:21.4626610Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *cuda* ]] 2024-12-18T00:25:21.4627019Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2024-12-18T00:25:21.4627494Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2024-12-18T00:25:21.4627797Z + [[ default == *crossref* ]] 2024-12-18T00:25:21.4628156Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *rocm* ]] 2024-12-18T00:25:21.4628622Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *xpu* ]] 2024-12-18T00:25:21.4629103Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *-bazel-* ]] 2024-12-18T00:25:21.4629511Z + pip_install --user ninja==1.10.2 2024-12-18T00:25:21.4629892Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2024-12-18T00:25:21.4630352Z + python3 -m pip install --progress-bar off --user ninja==1.10.2 2024-12-18T00:25:22.7616799Z Collecting ninja==1.10.2 2024-12-18T00:25:22.7800574Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB) 2024-12-18T00:25:22.8356166Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB) 2024-12-18T00:25:23.2281942Z Installing collected packages: ninja 2024-12-18T00:25:23.2360834Z  WARNING: The script ninja is installed in '/var/lib/jenkins/.local/bin' which is not on PATH. 2024-12-18T00:25:23.2361718Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2024-12-18T00:25:23.2704603Z Successfully installed ninja-1.10.2 2024-12-18T00:25:23.3444049Z + export PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2024-12-18T00:25:23.3445657Z + PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2024-12-18T00:25:23.3446674Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *aarch64* ]] 2024-12-18T00:25:23.3447137Z + install_tlparse 2024-12-18T00:25:23.3447407Z + pip_install --user tlparse==0.3.25 2024-12-18T00:25:23.3447816Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2024-12-18T00:25:23.3448356Z + python3 -m pip install --progress-bar off --user tlparse==0.3.25 2024-12-18T00:25:23.7763434Z Collecting tlparse==0.3.25 2024-12-18T00:25:23.7947439Z Downloading tlparse-0.3.25-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.7 kB) 2024-12-18T00:25:23.8529511Z Downloading tlparse-0.3.25-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB) 2024-12-18T00:25:24.3919883Z Installing collected packages: tlparse 2024-12-18T00:25:24.4256384Z Successfully installed tlparse-0.3.25 2024-12-18T00:25:24.4976884Z ++ python -m site --user-base 2024-12-18T00:25:24.5220716Z + PATH=/var/lib/jenkins/.local/bin:/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2024-12-18T00:25:24.5221880Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *asan* ]] 2024-12-18T00:25:24.5222399Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *-debug* ]] 2024-12-18T00:25:24.5222891Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *-bazel-* ]] 2024-12-18T00:25:24.5223536Z + echo 'We are not in debug mode: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck. Expect the assertion to pass' 2024-12-18T00:25:24.5224563Z We are not in debug mode: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck. Expect the assertion to pass 2024-12-18T00:25:24.5225485Z + cd test 2024-12-18T00:25:24.5225826Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)' 2024-12-18T00:25:26.1944713Z + [[ default == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]] 2024-12-18T00:25:26.1945086Z + [[ default == \n\o\g\p\u\_\A\V\X\5\1\2 ]] 2024-12-18T00:25:26.1949240Z + DYNAMO_BENCHMARK_FLAGS=() 2024-12-18T00:25:26.1949602Z + [[ default == *pr_time_benchmarks* ]] 2024-12-18T00:25:26.1949997Z + [[ default == *dynamo_eager* ]] 2024-12-18T00:25:26.1950359Z + [[ default == *aot_eager* ]] 2024-12-18T00:25:26.1950998Z + [[ default == *aot_inductor* ]] 2024-12-18T00:25:26.1951285Z + [[ default == *inductor* ]] 2024-12-18T00:25:26.1951562Z + [[ default == *dynamic* ]] 2024-12-18T00:25:26.1951834Z + [[ default == *cpu* ]] 2024-12-18T00:25:26.1952119Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda) 2024-12-18T00:25:26.1981165Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *libtorch* ]] 2024-12-18T00:25:26.1981762Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *-bazel-* ]] 2024-12-18T00:25:26.1984509Z + cd test 2024-12-18T00:25:26.1984819Z + python -c 'import torch; print(torch.__config__.show())' 2024-12-18T00:25:27.7151946Z PyTorch built with: 2024-12-18T00:25:27.7152821Z - GCC 9.4 2024-12-18T00:25:27.7153171Z - C++ Version: 201703 2024-12-18T00:25:27.7153980Z - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications 2024-12-18T00:25:27.7155023Z - Intel(R) MKL-DNN v3.5.3 (Git Hash 66f0cb9eb66affd2da3bf5f8d897376f04aae6af) 2024-12-18T00:25:27.7155681Z - OpenMP 201511 (a.k.a. OpenMP 4.5) 2024-12-18T00:25:27.7156166Z - LAPACK is enabled (usually provided by MKL) 2024-12-18T00:25:27.7156656Z - NNPACK is enabled 2024-12-18T00:25:27.7157044Z - CPU capability usage: AVX2 2024-12-18T00:25:27.7157455Z - CUDA Runtime 12.1 2024-12-18T00:25:27.7157958Z - NVCC architecture flags: -gencode;arch=compute_86,code=sm_86 2024-12-18T00:25:27.7158550Z - CuDNN 90.1 (built against CUDA 12.4) 2024-12-18T00:25:27.7158997Z - Magma 2.6.1 2024-12-18T00:25:27.7166378Z - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7, CUDA_VERSION=12.1, CUDNN_VERSION=9.1.0, CXX_COMPILER=/opt/cache/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=1 -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 -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Werror -Wno-unused-but-set-variable -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=2.6.0, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=ON, USE_EXCEPTION_PTR=1, 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, 2024-12-18T00:25:27.7173875Z 2024-12-18T00:25:28.0380594Z + cd test 2024-12-18T00:25:28.0381073Z + python -c 'import torch; print(torch.__config__.parallel_info())' 2024-12-18T00:25:29.4111660Z ATen/Parallel: 2024-12-18T00:25:29.4112286Z at::get_num_threads() : 8 2024-12-18T00:25:29.4112855Z at::get_num_interop_threads() : 16 2024-12-18T00:25:29.4114030Z OpenMP 201511 (a.k.a. OpenMP 4.5) 2024-12-18T00:25:29.4114394Z omp_get_max_threads() : 8 2024-12-18T00:25:29.4115062Z Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications 2024-12-18T00:25:29.4115751Z mkl_get_max_threads() : 8 2024-12-18T00:25:29.4116129Z Intel(R) MKL-DNN v3.5.3 (Git Hash 66f0cb9eb66affd2da3bf5f8d897376f04aae6af) 2024-12-18T00:25:29.4116557Z std::thread::hardware_concurrency() : 16 2024-12-18T00:25:29.4116873Z Environment variables: 2024-12-18T00:25:29.4117144Z OMP_NUM_THREADS : [not set] 2024-12-18T00:25:29.4117418Z MKL_NUM_THREADS : [not set] 2024-12-18T00:25:29.4117698Z ATen parallel backend: OpenMP 2024-12-18T00:25:29.4117880Z 2024-12-18T00:25:29.7038018Z + [[ default == *numpy_2* ]] 2024-12-18T00:25:29.7038543Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *aarch64* ]] 2024-12-18T00:25:29.7039420Z + [[ default == *backward* ]] 2024-12-18T00:25:29.7039694Z + [[ default == *xla* ]] 2024-12-18T00:25:29.7040008Z + [[ default == *executorch* ]] 2024-12-18T00:25:29.7040327Z + [[ default == \j\i\t\_\l\e\g\a\c\y ]] 2024-12-18T00:25:29.7040745Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *libtorch* ]] 2024-12-18T00:25:29.7041213Z + [[ default == distributed ]] 2024-12-18T00:25:29.7041506Z + [[ default == *inductor_distributed* ]] 2024-12-18T00:25:29.7041904Z + [[ default == *inductor-halide* ]] 2024-12-18T00:25:29.7042233Z + [[ default == *inductor-triton-cpu* ]] 2024-12-18T00:25:29.7042631Z + [[ default == *inductor-micro-benchmark* ]] 2024-12-18T00:25:29.7043312Z + [[ default == *huggingface* ]] 2024-12-18T00:25:29.7043687Z + [[ default == *timm* ]] 2024-12-18T00:25:29.7043956Z + [[ default == *torchbench* ]] 2024-12-18T00:25:29.7044298Z + [[ default == *inductor_cpp_wrapper* ]] 2024-12-18T00:25:29.7044636Z + [[ default == *inductor* ]] 2024-12-18T00:25:29.7044924Z + [[ default == *dynamo_wrapped* ]] 2024-12-18T00:25:29.7045391Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *rocm* ]] 2024-12-18T00:25:29.7045766Z + [[ 1 == 1 ]] 2024-12-18T00:25:29.7046037Z + [[ 8 -gt 1 ]] 2024-12-18T00:25:29.7046291Z + test_without_numpy 2024-12-18T00:25:29.7046563Z ++ dirname .ci/pytorch/test.sh 2024-12-18T00:25:29.7058175Z + pushd .ci/pytorch 2024-12-18T00:25:29.7058539Z ~/workspace/.ci/pytorch ~/workspace 2024-12-18T00:25:29.7059371Z + python -c 'import sys;sys.path.insert(0, '\''fake_numpy'\'');from unittest import TestCase;import torch;x=torch.randn(3,3);TestCase().assertRaises(RuntimeError, lambda: x.numpy())' 2024-12-18T00:25:30.5835140Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/functional_tensor.py:275: UserWarning: Failed to initialize NumPy: Sorry PyTorch, but our NumPy is in the other folder (Triggered internally at /var/lib/jenkins/workspace/torch/csrc/utils/tensor_numpy.cpp:81.) 2024-12-18T00:25:30.5837277Z cpu = _conversion_method_template(device=torch.device("cpu")) 2024-12-18T00:25:31.2701065Z + python -c 'import sys;sys.path.insert(0, '\''fake_numpy'\'');import torch;print(torch.tensor([torch.tensor(0.), torch.tensor(1.)]))' 2024-12-18T00:25:32.1485474Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/functional_tensor.py:275: UserWarning: Failed to initialize NumPy: Sorry PyTorch, but our NumPy is in the other folder (Triggered internally at /var/lib/jenkins/workspace/torch/csrc/utils/tensor_numpy.cpp:81.) 2024-12-18T00:25:32.1486833Z cpu = _conversion_method_template(device=torch.device("cpu")) 2024-12-18T00:25:32.5699730Z tensor([0., 1.]) 2024-12-18T00:25:32.8403092Z + [[ default == *dynamo_wrapped* ]] 2024-12-18T00:25:32.8403431Z + popd 2024-12-18T00:25:32.8403644Z ~/workspace 2024-12-18T00:25:32.8403868Z + install_torchvision 2024-12-18T00:25:32.8404121Z + local orig_preload 2024-12-18T00:25:32.8404367Z + local commit 2024-12-18T00:25:32.8407189Z ++ get_pinned_commit vision 2024-12-18T00:25:32.8407493Z ++ cat .github/ci_commit_pins/vision.txt 2024-12-18T00:25:32.8425447Z + commit=d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:25:32.8425883Z + orig_preload= 2024-12-18T00:25:32.8426118Z + '[' -n '' ']' 2024-12-18T00:25:32.8426727Z + pip_install --no-use-pep517 --user git+https://github.com/pytorch/vision.git@d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:25:32.8427439Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2024-12-18T00:25:32.8428252Z + python3 -m pip install --progress-bar off --no-use-pep517 --user git+https://github.com/pytorch/vision.git@d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:25:33.1734059Z Collecting git+https://github.com/pytorch/vision.git@d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:25:33.1738545Z Cloning https://github.com/pytorch/vision.git (to revision d23a6e1664d20707c11781299611436e1f0c104f) to /tmp/pip-req-build-4nk2qi8_ 2024-12-18T00:25:33.1770799Z Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-4nk2qi8_ 2024-12-18T00:25:34.6721231Z Running command git rev-parse -q --verify 'sha^d23a6e1664d20707c11781299611436e1f0c104f' 2024-12-18T00:25:34.6752142Z Running command git fetch -q https://github.com/pytorch/vision.git d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:25:36.0452577Z Running command git checkout -q d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:25:36.4328798Z Resolved https://github.com/pytorch/vision.git to commit d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:25:39.0244578Z Preparing metadata (setup.py) ... [?25l- \ done 2024-12-18T00:25:39.0278833Z [?25hRequirement already satisfied: numpy in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torchvision==0.19.0a0+d23a6e1) (1.22.4) 2024-12-18T00:25:39.0281671Z Requirement already satisfied: torch in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torchvision==0.19.0a0+d23a6e1) (2.6.0a0+git0cdf8b1) 2024-12-18T00:25:39.0286843Z Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torchvision==0.19.0a0+d23a6e1) (11.0.0) 2024-12-18T00:25:39.0352938Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.19.0a0+d23a6e1) (3.16.1) 2024-12-18T00:25:39.0356777Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.19.0a0+d23a6e1) (4.12.2) 2024-12-18T00:25:39.0359779Z Requirement already satisfied: networkx in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.19.0a0+d23a6e1) (2.8.8) 2024-12-18T00:25:39.0363134Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.19.0a0+d23a6e1) (3.1.4) 2024-12-18T00:25:39.0366788Z Requirement already satisfied: fsspec in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.19.0a0+d23a6e1) (2024.10.0) 2024-12-18T00:25:39.0371677Z Requirement already satisfied: sympy==1.13.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->torchvision==0.19.0a0+d23a6e1) (1.13.1) 2024-12-18T00:25:39.0386400Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from sympy==1.13.1->torch->torchvision==0.19.0a0+d23a6e1) (1.3.0) 2024-12-18T00:25:39.0863328Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch->torchvision==0.19.0a0+d23a6e1) (3.0.2) 2024-12-18T00:25:39.0927937Z Building wheels for collected packages: torchvision 2024-12-18T00:26:55.4716369Z Building wheel for torchvision (setup.py) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ done 2024-12-18T00:26:55.4749384Z [?25h Created wheel for torchvision: filename=torchvision-0.19.0a0+d23a6e1-cp310-cp310-linux_x86_64.whl size=2124112 sha256=51d05476833d2e2a6f69043cc38a787cd55cb0d4cc9ef1227b4cbf010ab31a88 2024-12-18T00:26:55.4753084Z Stored in directory: /var/lib/jenkins/.cache/pip/wheels/0e/56/35/02931e71eb23fd2b85591c7ec05b733ca7c8b328a2fd151f96 2024-12-18T00:26:55.4786805Z Successfully built torchvision 2024-12-18T00:26:55.7574362Z Installing collected packages: torchvision 2024-12-18T00:26:56.1729741Z Successfully installed torchvision-0.19.0a0+d23a6e1 2024-12-18T00:26:56.3068999Z + '[' -n '' ']' 2024-12-18T00:26:56.3069244Z + test_python_shard 1 2024-12-18T00:26:56.3069480Z + [[ -z 8 ]] 2024-12-18T00:26:56.3070087Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --shard 1 8 --verbose --upload-artifacts-while-running 2024-12-18T00:26:56.4053999Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T00:26:56.4054777Z import pkg_resources 2024-12-18T00:26:59.6668461Z Excluding doctests Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6669944Z Excluding test_meta Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6671472Z Excluding test_hub Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6672965Z Excluding test_fx Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6673944Z Excluding test_decomp Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6675205Z Excluding test_cpp_extensions_jit Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6675922Z Excluding test_jit Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6676572Z Excluding test_ops Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6677233Z Excluding test_ops_jit Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6677961Z Excluding dynamo/test_recompile_ux Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6678719Z Excluding inductor/test_smoke Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:26:59.6679453Z Excluding test_quantization Running in slow gradcheck mode, skipping tests that don't use gradcheck. 2024-12-18T00:27:00.8949126Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T00:27:00.9493231Z Ignoring disabled issues: [''] 2024-12-18T00:27:00.9649358Z Found test times from artifacts 2024-12-18T00:27:01.0267561Z Found test times from artifacts 2024-12-18T00:27:01.0290950Z Running all tests 2024-12-18T00:27:01.0754433Z Running parallel tests on 1 processes 2024-12-18T00:27:01.0758191Z Name: tests to run (est. time: 140.07min) 2024-12-18T00:27:01.0758729Z Serial tests (52): 2024-12-18T00:27:01.0759005Z test_cuda 1/1 2024-12-18T00:27:01.0759255Z test_ci_sanity_check_fail 1/1 2024-12-18T00:27:01.0759563Z dynamo/test_dynamic_shapes 1/2 2024-12-18T00:27:01.0759862Z inductor/test_cpu_repro 3/4 2024-12-18T00:27:01.0760529Z test_dispatch 1/1 2024-12-18T00:27:01.0760796Z torch_np/test_binary_ufuncs 1/1 2024-12-18T00:27:01.0761294Z inductor/test_aot_inductor_custom_ops 1/1 2024-12-18T00:27:01.0762369Z inductor/test_binary_folding 1/1 2024-12-18T00:27:01.0773571Z inductor/test_gpu_cpp_wrapper 1/3 2024-12-18T00:27:01.0773903Z inductor/test_torchinductor 2/4 2024-12-18T00:27:01.0774215Z inductor/test_torchinductor_opinfo 6/10 2024-12-18T00:27:01.0774525Z dynamo/test_base_output 1/1 2024-12-18T00:27:01.0774812Z inductor/test_cooperative_reductions 1/1 2024-12-18T00:27:01.0775118Z dynamo/test_utils 1/1 2024-12-18T00:27:01.0775381Z inductor/test_select_algorithm 1/1 2024-12-18T00:27:01.0775745Z inductor/test_torchinductor_codegen_dynamic_shapes 3/6 2024-12-18T00:27:01.0776140Z inductor/test_torchinductor_dynamic_shapes 5/6 2024-12-18T00:27:01.0776475Z dynamo/test_autograd_function 1/1 2024-12-18T00:27:01.0776765Z inductor/test_benchmark_fusion 1/1 2024-12-18T00:27:01.0777056Z inductor/test_fx_fusion 1/1 2024-12-18T00:27:01.0777341Z test_model_exports_to_core_aten 1/1 2024-12-18T00:27:01.0777646Z inductor/test_flex_attention 1/7 2024-12-18T00:27:01.0777998Z inductor/test_cudagraph_trees_expandable_segments 1/1 2024-12-18T00:27:01.0778348Z test_ops_gradients 2/11 2024-12-18T00:27:01.0778619Z test_ops_gradients 10/11 2024-12-18T00:27:01.0778894Z test_ops_fwd_gradients 7/10 2024-12-18T00:27:01.0779162Z xpu/test_gemm 1/1 2024-12-18T00:27:01.0779407Z inductor/test_padding 1/1 2024-12-18T00:27:01.0779685Z dynamo/test_prim_hop_base 1/1 2024-12-18T00:27:01.0779998Z dynamo/test_activation_checkpointing 1/1 2024-12-18T00:27:01.0780563Z test_autograd_fallback 1/1 2024-12-18T00:27:01.0780845Z export/test_pass_infra 1/1 2024-12-18T00:27:01.0781107Z test_pruning_op 1/1 2024-12-18T00:27:01.0781358Z dynamo/test_exc 1/1 2024-12-18T00:27:01.0781608Z dynamo/test_debug_utils 1/1 2024-12-18T00:27:01.0781885Z export/test_lift_unlift 1/1 2024-12-18T00:27:01.0782156Z test_matmul_cuda 1/1 2024-12-18T00:27:01.0782406Z test_spectral_ops 1/1 2024-12-18T00:27:01.0782670Z test_transformers 1/1 2024-12-18T00:27:01.0782941Z test_compile_benchmark_util 1/1 2024-12-18T00:27:01.0783275Z torch_np/numpy_tests/core/test_scalarinherit 1/1 2024-12-18T00:27:01.0783794Z test_openmp 1/1 2024-12-18T00:27:01.0784041Z profiler/test_profiler 1/1 2024-12-18T00:27:01.0784347Z torch_np/numpy_tests/core/test_numeric 1/1 2024-12-18T00:27:01.0784667Z test_per_overload_api 1/1 2024-12-18T00:27:01.0784942Z test_numpy_interop 1/1 2024-12-18T00:27:01.0785213Z nn/test_multihead_attention 1/1 2024-12-18T00:27:01.0785511Z functorch/test_logging 1/1 2024-12-18T00:27:01.0785784Z test_native_functions 1/1 2024-12-18T00:27:01.0786058Z functorch/test_control_flow 1/1 2024-12-18T00:27:01.0786341Z test_unary_ufuncs 1/1 2024-12-18T00:27:01.0786603Z optim/test_lrscheduler 1/1 2024-12-18T00:27:01.0786877Z Parallel tests (0): 2024-12-18T00:27:01.0787128Z Name: excluded (est. time: 0.0min) 2024-12-18T00:27:01.0787407Z Serial tests (0): 2024-12-18T00:27:01.0787640Z Parallel tests (0): 2024-12-18T00:27:01.0811297Z Running test_cuda 1/1 ... [2024-12-18 00:27:01.080791] 2024-12-18T00:27:01.0811760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:01.0815049Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:27:01.081119] 2024-12-18T00:30:12.3351277Z 2024-12-18T00:30:12.3352425Z test_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_1.1_47e22924d30388ad_.log 2024-12-18T00:30:12.3405072Z Running 207 items in this shard: test/test_cuda.py::TestCuda::test_arithmetic_large_tensor, test/test_cuda.py::TestCuda::test_batch_norm_gather_stats, test/test_cuda.py::TestCuda::test_bincount_ext, test/test_cuda.py::TestCuda::test_caching_allocator_record_stream_oom, test/test_cuda.py::TestCuda::test_caching_pinned_memory, test/test_cuda.py::TestCuda::test_check_error, test/test_cuda.py::TestCuda::test_copy_non_blocking, test/test_cuda.py::TestCuda::test_copy_non_blocking_type_conversion, test/test_cuda.py::TestCuda::test_cublas_allow_bf16_reduced_precision_reduction_get_set, test/test_cuda.py::TestCuda::test_cublas_allow_fp16_reduced_precision_reduction_get_set, test/test_cuda.py::TestCuda::test_cublas_allow_tf32_get_set, test/test_cuda.py::TestCuda::test_cublas_multiple_threads_same_device, test/test_cuda.py::TestCuda::test_cublas_workspace_explicit_allocation, test/test_cuda.py::TestCuda::test_cuda_get_device_capability, test/test_cuda.py::TestCuda::test_cuda_get_device_name, test/test_cuda.py::TestCuda::test_cuda_get_device_properties, test/test_cuda.py::TestCuda::test_cuda_graph_allocator_propagates_stream, test/test_cuda.py::TestCuda::test_cuda_graph_error_options, test/test_cuda.py::TestCuda::test_cuda_kernel_loop_overflow, test/test_cuda.py::TestCuda::test_cuda_kernel_loop_overflow_large, test/test_cuda.py::TestCuda::test_cuda_memory_leak_detection_propagates_errors, test/test_cuda.py::TestCuda::test_cudart_register, test/test_cuda.py::TestCuda::test_cudnn_allow_tf32_get_set, test/test_cuda.py::TestCuda::test_cudnn_multiple_threads_same_device, test/test_cuda.py::TestCuda::test_cusparse_multiple_threads_same_device, test/test_cuda.py::TestCuda::test_device_count_not_cached_pre_init, test/test_cuda.py::TestCuda::test_events, test/test_cuda.py::TestCuda::test_fixed_cuda_assert_async, test/test_cuda.py::TestCuda::test_float32_matmul_precision_get_set, test/test_cuda.py::TestCuda::test_gather_bool, test/test_cuda.py::TestCuda::test_gds_fails_in_ci, test/test_cuda.py::TestCuda::test_generic_stream_event, test/test_cuda.py::TestCuda::test_get_device_index, test/test_cuda.py::TestCuda::test_get_per_process_memory_fraction, test/test_cuda.py::TestCuda::test_graph_capture_oom, test/test_cuda.py::TestCuda::test_graph_capture_reset_recapture, test/test_cuda.py::TestCuda::test_graph_capture_simple, test/test_cuda.py::TestCuda::test_graph_concurrent_replay, test/test_cuda.py::TestCuda::test_graph_cudnn_dropout, test/test_cuda.py::TestCuda::test_graph_debugdump, test/test_cuda.py::TestCuda::test_graph_error, test/test_cuda.py::TestCuda::test_graph_is_current_stream_capturing, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_with_amp_cache_disabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_with_amp_cache_enabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_without_amp_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_without_amp_not_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_same_pool, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_with_amp_cache_disabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_with_amp_cache_enabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_without_amp_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_without_amp_not_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_memory_stats_and_use_result_after_destroy_graph, test/test_cuda.py::TestCuda::test_graph_optims_with_explicitly_capturable_param_groups, test/test_cuda.py::TestCuda::test_graph_record_stream, test/test_cuda.py::TestCuda::test_graph_rng_distributions, test/test_cuda.py::TestCuda::test_graph_rng_functional, test/test_cuda.py::TestCuda::test_graph_three_successive, test/test_cuda.py::TestCuda::test_graph_two_successive, test/test_cuda.py::TestCuda::test_graph_warn_if_has_zero_nodes, test/test_cuda.py::TestCuda::test_graphsafe_set_get_rng_state, test/test_cuda.py::TestCuda::test_hip_device_count, test/test_cuda.py::TestCuda::test_huge_index, test/test_cuda.py::TestCuda::test_index_out_of_bounds_exception_cuda, test/test_cuda.py::TestCuda::test_lazy_init, test/test_cuda.py::TestCuda::test_manual_seed, test/test_cuda.py::TestCuda::test_matmul_device_mismatch, test/test_cuda.py::TestCuda::test_matmul_memory_use, test/test_cuda.py::TestCuda::test_max_large_axis, test/test_cuda.py::TestCuda::test_mean_fp16, test/test_cuda.py::TestCuda::test_memory_allocation, test/test_cuda.py::TestCuda::test_memory_stats_of_multiple_generators_and_graphs, test/test_cuda.py::TestCuda::test_min_max_inits, test/test_cuda.py::TestCuda::test_multinomial_ext, test/test_cuda.py::TestCuda::test_multinomial_invalid_probs_cuda, test/test_cuda.py::TestCuda::test_noncontiguous_pinned_memory, test/test_cuda.py::TestCuda::test_norm_type_conversion, test/test_cuda.py::TestCuda::test_nvtx, test/test_cuda.py::TestCuda::test_out_of_memory, test/test_cuda.py::TestCuda::test_out_of_memory_retry, test/test_cuda.py::TestCuda::test_pinned_memory_empty_cache, test/test_cuda.py::TestCuda::test_pinned_memory_with_cudaregister, test/test_cuda.py::TestCuda::test_pinned_memory_with_cudaregister_multithread, test/test_cuda.py::TestCuda::test_prod_large, test/test_cuda.py::TestCuda::test_randint_generation_for_large_numel, test/test_cuda.py::TestCuda::test_randint_randomness_for_large_range, test/test_cuda.py::TestCuda::test_random_no_reused_random_states_float32, test/test_cuda.py::TestCuda::test_random_no_reused_random_states_float64, test/test_cuda.py::TestCuda::test_record_stream, test/test_cuda.py::TestCuda::test_record_stream_on_shifted_view, test/test_cuda.py::TestCuda::test_reduction_gpu_memory_accessing, test/test_cuda.py::TestCuda::test_repeat_graph_capture_cublas_workspace_memory, test/test_cuda.py::TestCuda::test_rocm_backward_pass_guard, test/test_cuda.py::TestCuda::test_serialization_array_with_empty, test/test_cuda.py::TestCuda::test_serialization_array_with_storage, test/test_cuda.py::TestCuda::test_set_per_process_memory_fraction, test/test_cuda.py::TestCuda::test_specify_improper_device_name, test/test_cuda.py::TestCuda::test_stream_event_repr, test/test_cuda.py::TestCuda::test_streaming_backwards_callback, test/test_cuda.py::TestCuda::test_streaming_backwards_multiple_streams, test/test_cuda.py::TestCuda::test_streaming_backwards_sync, test/test_cuda.py::TestCuda::test_streaming_backwards_sync_graph_root, test/test_cuda.py::TestCuda::test_streams, test/test_cuda.py::TestCuda::test_sum_fp16, test/test_cuda.py::TestCuda::test_tiny_half_norm_, test/test_cuda.py::TestCuda::test_to_cpu_blocking_by_default, test/test_cuda.py::TestCuda::test_to_non_blocking, test/test_cuda.py::TestCuda::test_to_numpy, test/test_cuda.py::TestCuda::test_torch_manual_seed_seeds_cuda_devices, test/test_cuda.py::TestCuda::test_type_conversions, test/test_cuda.py::TestCuda::test_uuid, test/test_cuda.py::TestCudaMallocAsync::test_allocator_fuzz, test/test_cuda.py::TestCudaMallocAsync::test_allocator_settings, test/test_cuda.py::TestCudaMallocAsync::test_cachingAllocator_raw_alloc, test/test_cuda.py::TestCudaMallocAsync::test_clock_speed, test/test_cuda.py::TestCudaMallocAsync::test_cpp_memory_snapshot_pickle, test/test_cuda.py::TestCudaMallocAsync::test_cycles, test/test_cuda.py::TestCudaMallocAsync::test_device_memory_used, test/test_cuda.py::TestCudaMallocAsync::test_direct_traceback, test/test_cuda.py::TestCudaMallocAsync::test_garbage_collect_expandable, test/test_cuda.py::TestCudaMallocAsync::test_max_split_expandable, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots_free_segment_stack, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots_free_stack, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots_history_context, test/test_cuda.py::TestCudaMallocAsync::test_memory_profiler_viz, test/test_cuda.py::TestCudaMallocAsync::test_memory_snapshot, test/test_cuda.py::TestCudaMallocAsync::test_memory_snapshot_script, test/test_cuda.py::TestCudaMallocAsync::test_memory_snapshot_with_cpp, test/test_cuda.py::TestCudaMallocAsync::test_notifies_oom, test/test_cuda.py::TestCudaMallocAsync::test_nvml_get_handler, test/test_cuda.py::TestCudaMallocAsync::test_power_draw, test/test_cuda.py::TestCudaMallocAsync::test_raises_oom_max_split_size_mb_setting_False, test/test_cuda.py::TestCudaMallocAsync::test_raises_oom_max_split_size_mb_setting_True, test/test_cuda.py::TestCudaMallocAsync::test_raw_amdsmi_device_count, test/test_cuda.py::TestCudaMallocAsync::test_raw_amdsmi_device_uuids, test/test_cuda.py::TestCudaMallocAsync::test_temperature, test/test_cuda.py::TestCudaMallocAsync::test_uuid_visible_devices, test/test_cuda.py::TestBlockStateAbsorption::test_additional_free_following_checkpoint, test/test_cuda.py::TestBlockStateAbsorption::test_allocate_in_thread_to_pool, test/test_cuda.py::TestBlockStateAbsorption::test_allocated_in_middle_of_segment, test/test_cuda.py::TestBlockStateAbsorption::test_assigning_back_deleter_fns_to_tensor, test/test_cuda.py::TestBlockStateAbsorption::test_check_pool_live_allocations, test/test_cuda.py::TestBlockStateAbsorption::test_middle_allocations_contiguous, test/test_cuda.py::TestBlockStateAbsorption::test_multiple_middle_allocations, test/test_cuda.py::TestBlockStateAbsorption::test_no_triton_on_import, test/test_cuda.py::TestBlockStateAbsorption::test_resnet, test/test_cuda.py::TestBlockStateAbsorption::test_simple, test/test_cuda.py::TestBlockStateAbsorption::test_tensor_dies_after_checkpoint, test/test_cuda.py::TestMemPool::test_mempool_context, test/test_cuda.py::TestMemPool::test_mempool_id, test/test_cuda.py::TestMemPool::test_mempool_multithread, test/test_cuda.py::TestMemPool::test_mempool_with_allocator, test/test_cuda.py::TestGDS::test_gds_read_write_tensors, test/test_cuda.py::TestCudaAutocast::test_autocast_banned, test/test_cuda.py::TestCudaAutocast::test_autocast_cache_leak, test/test_cuda.py::TestCudaAutocast::test_autocast_cat_jit, test/test_cuda.py::TestCudaAutocast::test_autocast_checkpointing, test/test_cuda.py::TestCudaAutocast::test_autocast_custom_cast_inputs, test/test_cuda.py::TestCudaAutocast::test_autocast_custom_deprecated_warning, test/test_cuda.py::TestCudaAutocast::test_autocast_custom_enabled, test/test_cuda.py::TestCudaAutocast::test_autocast_ignored_types, test/test_cuda.py::TestCudaAutocast::test_autocast_linalg_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_methods_expect_builtin_promote, test/test_cuda.py::TestCudaAutocast::test_autocast_methods_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_methods_fp32, test/test_cuda.py::TestCudaAutocast::test_autocast_nn_bf16, test/test_cuda.py::TestCudaAutocast::test_autocast_nn_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_nn_fp32, test/test_cuda.py::TestCudaAutocast::test_autocast_rnn, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_bf16, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_expect_builtin_promote, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_fp32, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_need_autocast_promote, test/test_cuda.py::TestCudaAutocast::test_cuda_autocast_deprecated_warning, test/test_cuda.py::TestCudaAutocast::test_cuda_module_loading_env, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaler_with_preset_grad_scale_in_place_unscale_False_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaler_with_preset_grad_scale_in_place_unscale_False_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaler_with_preset_grad_scale_in_place_unscale_False_SGD_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaler_with_preset_grad_scale_in_place_unscale_True_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaler_with_preset_grad_scale_in_place_unscale_True_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaler_with_preset_grad_scale_in_place_unscale_True_SGD_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaling_autocast_fused_optimizers_Adagrad_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaling_autocast_fused_optimizers_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaling_autocast_fused_optimizers_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_grad_scaling_autocast_fused_optimizers_SGD_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_False_fused_False_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_False_fused_False_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_False_fused_False_SGD_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_False_fused_True_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_False_fused_True_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_False_fused_True_SGD_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_True_fused_False_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_True_fused_False_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_grad_scaling_foreach_True_fused_False_SGD_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_ASGD_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_Adadelta_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_Adamax_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_NAdam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_RAdam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_RMSprop_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_optims_Rprop_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_scaling_fused_optimizers_AdamW_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_scaling_fused_optimizers_Adam_cuda_float32, test/test_cuda.py::TestCudaOptimsCUDA::test_graph_scaling_fused_optimizers_SGD_cuda_float32 2024-12-18T00:30:12.3453244Z 2024-12-18T00:30:12.3453445Z Running test_ci_sanity_check_fail 1/1 ... [2024-12-18 00:30:12.335775] 2024-12-18T00:30:12.3454004Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:12.3454939Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ci_sanity_check_fail.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:12.336123] 2024-12-18T00:30:25.0524858Z Running dynamo/test_dynamic_shapes 1/2 ... [2024-12-18 00:30:25.051983] 2024-12-18T00:30:25.0525307Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:25.0527532Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dynamic_shapes.py', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:25.052340] 2024-12-18T00:35:43.6104505Z 2024-12-18T00:35:43.6105570Z dynamo/test_dynamic_shapes 1/2 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dynamic_shapes_1.2_abe3f339aa4c6b45_.log 2024-12-18T00:35:43.6481145Z Running 916 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_autocast_cpu_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_cpu_graph_break_2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_cpu_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_cpu_graph_break_inner_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_decorator_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_device_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autograd_profiler_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autograd_profiler_enabled_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_context_wrapping_grad_mode_nested_function_decorator_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_amp_autocast_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_device_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_event_across_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_event_created_outside_of_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_event_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_stream_compared_with_stream_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_stream_context_manager1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_stream_method_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_disable_saved_tensors_hooks_prev_disabled_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_graph_break_inlining_autocast_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_inactive_context_graph_break_stack2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_nested_generic_context_manager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_nested_generic_context_manager_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_nested_grad_mode_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_no_grad_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_sdpa_kernel_ctx_manager1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_sdpa_kernel_ctx_manager2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_sdpa_kernel_ctx_manager3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_T_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_add_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_addcmul__dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_are_functorch_transforms_active_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_attrgetter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_broadcast_foreach_pow_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_call_dict2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_call_dict3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_callable_class_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_callable_lambda_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_callable_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_class_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_cls_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_cls_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_cls_is_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_complex_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_constant1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_constant2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_constant3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_constant4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_constant_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_context_wrapping_nested_functions_no_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_cublas_allow_tf32_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_custom_dict_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_default_dict_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_default_dict_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_default_dict_tuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_defaultdict_setdefault2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_defaultdict_setdefault3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_del_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_device_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_fromkeys_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_mutable_map_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_ops_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_param_keys_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_setdefault1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_setdefault2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_setdefault3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_values_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_distributed_is_available_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_distributed_is_initialized_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dtype_compare_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_enumerate_custom_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_filter_fallback_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_filter_graph_break_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_filter_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_filter_with_graph_break_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_fstrings2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_generic_namedtuple_subclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_generic_namedtuple_user_methods_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_default_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_get_device_properties_tensor_device_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_globalfn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_import1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_indexed_range_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_indirect3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_inline_jit__unwrap_optional_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_inline_script_if_tracing_fn_with_default_args_dynamic_shapes, 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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_returning_recursive_func_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_set_add_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_set_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_set_intersection_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_shape2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_slice3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_slice4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_slice5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sorted_const_key_non_const_items_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sum_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sum_shortcut_with_start_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sum_with_start_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_dim_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_is_inference_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_len_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_new_with_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_size_indexed_by_symint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_type4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_type5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_from_numpy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_truth_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tuple2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tuple_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tuple_sorted_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unary_fold_op_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack_ex1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack_ex3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_viamethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_312_binary_slice_with_graph_break1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_T_tensor_attribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_add_to_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_anomaly_aot_autograd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_aot_autograd_propagate_unbacked_symints_shape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_arange_length_with_float32_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_assert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_assert_size_stride_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_backend_match_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_backend_match_guard_multi_threads_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_boolarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builder_for_class_with_metaclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_abs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_subclasses_as_method_on_var_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_call_parent_non_class_methods_from_child_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_callpacked_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cat_unbacked_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_catch_watchings2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cell_output2_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_clone_sparse_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_out_of_scope_cell_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_out_of_scope_cell_with_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_with_mutation_and_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_write_across_functions_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_neq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_tuple_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_tensor_with_none_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compilation_metrics_size_limit_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_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_conditional_list_comp_in_context_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_config_getattr_default_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_contains_dunder_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cross_entropy_loss_fancy_ctor2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cross_entropy_loss_simple_ctor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cuda_set_device_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_data_access_in_inference_mode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_data_ptr_graph_break_aten_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_data_ptr_graph_break_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_default_dtype_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_deque_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_deterministic_algorithms_mutated_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dict_guard_on_keys_order_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dict_namedtuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dict_order_keys_modules_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dict_order_keys_tensors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dict_reconstruct_keeps_original_order_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dict_subclass_get_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dictcomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dunder_methods_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dunder_new_function_inlining2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dunder_new_function_inlining3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_duplicate_graph_break_log_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamic_one_hot_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamic_shapes_as_strided_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamo_cache_invalidate_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamo_cache_move_to_front_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamo_compiling_fake_tensor_to_vararg_int_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamo_disabled_in_custom_op_kernels_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_empty_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_as_dict_key_with_overloaded_str_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_guards_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_no_graphbreaks_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_error_on_nested_fx_trace_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_error_on_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_escaping_closure_var_with_backward_hook_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_escaping_closure_var_with_nonlocal_var_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_flat_name_to_original_fqn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_fn_hasattr__name__1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_fn_hasattr__name__2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_fn_hasattr__name__3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_free_var_and_local_name_collision_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozen_dataclass_default_factory_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozen_dataclass_default_value_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozen_dataclass_kw_only_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_funcname_cache_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_generate_trivial_abstract_impl_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_get_cache_entry_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_getset_descriptor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_grad_none_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_failure_fn2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_failure_fn_shape_control_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_size_oblivious_backed_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_size_oblivious_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guards_cse_pass_multiple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guards_strip_function_call_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_id_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_if_cond_nn_mod1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_if_cond_nn_mod3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inference_mode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_closure_not_loaded_by_parent_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_func_jump_on_tensor_condition_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_list_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_local_dict_clear_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inplace_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_inspect_signature_bind_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_int_shape_comparisons_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_int_shape_inplace_binops_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_intermediary_tensor_grad_access_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_interpolate_propagate_real_tensors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_invalid_args_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_is_floating_point_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_is_tensor_like2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_is_tensor_like_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_item_changes_new_shape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_iter_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_iter_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_iterator_limit_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_accumulate_symint_default_sum_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_accumulate_tensors_default_sum_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_step_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_islice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_repeat_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_tee_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_large_reduction_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_linear_module_free_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_list_append_return_none_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_list_slice_mul_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_listcomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_load_fast_and_clear_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_map_with_quantization_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_mark_dynamic_with_ranges_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_module_complex_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_module_deepcopy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_module_not_callable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_multiple_inheritance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_namedtuple2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_namedtuple_class_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_namedtuple_with_custom_getitem_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_closure_mutation_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_optimize_decorator_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_optimize_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_optimize_run_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_sequential_try_with_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_wraps_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nn_functional_reduction_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nn_module_getattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nn_sequential_invocation_reposition_indices_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_no_guard_for_unused_sym_node_fstring_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_no_raise_guard_partial_constraint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_as_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_fallback_on_eager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_force_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_gt_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_iter_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_non_torch_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_random_config_to_numpy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_readonly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_recompilation_scalar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_take_along_axis_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_tolist_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_torch_operators_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_staticmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_onnx_shape_as_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_optimize_on_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_optree_graph_break_message_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_ordered_dict_alias_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_os_environ_get_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_os_environ_set_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_out_variants_with_resizing_on_graph_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_outside_linear_module_free_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_packaging_version_parse_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_pair_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_param_shape_binops_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_parameter_free_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_pt2_compliant_overload_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_pure_python_accumulate_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_py_guards_mark_dynamic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_python_slice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_guard_full_constraint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_guard_partial_constraint_across_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_guard_partial_constraint_no_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_on_backend_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raises_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_range_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_range_iter_side_effects_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_range_with_shape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_real_imag_tensor_attribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_recompile_message_on_parameter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_recompile_on_global_state_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_reconstruct_frozen_dataclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_recursive_inline_list_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_release_input_memory_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_remove_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_repro_graph_breaks_in__get_item_by_idx_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_restore_graphstate_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_returning_func_with_captured_func_and_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_running_func_with_captured_func_and_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_sample_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_scalar_device_movement_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_scalar_tensor_is_equivalent_to_symint_argument_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_set_update_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_setattr_mutation2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_setattr_mutation3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_and_tuple_equality_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_empty_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_evaluate_expr_divisible_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_evaluate_expr_refinement_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_evaluate_expr_replacement_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_runtime_assert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_no_recording_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_int_inplace_binops_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_simple_set_usage_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_size_dim_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_storage_return_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_str_format_assert2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_str_format_return2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_super_calling_with_metaclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_symint_as_device_kwarg_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_sys_modules_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tagging_tensors_mix_used_unused_structure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_data_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dict1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dict2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dict3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dynamic_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_interacts_with_numpy_ndarray_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_is_contiguous_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tolist_kd_dynamic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tolist_kd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tolist_scalar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_compile_ctx_on_forward_and_training_step_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_cudnn_is_acceptable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_device_python_type_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_guards_stack_frame_register_inlining_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_nn_parameter_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_package_working_with_trace_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_seed_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_size_numel_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_variable_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tracing_nested_py_tree_tuples_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tracing_py_tree_tensor_subclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tuple_class_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tuple_from_tuple_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tuple_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tuple_mul_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_type_copy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_typing_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_typing_union_and_optional_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_typing_variable_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unbacked_symint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unhandled_exception_in_dynamo_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unpack5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unpack_tensor_shape_mismatch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_binop_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_class_python_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_setattr1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_function_variable_supports_function_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_user_getattr2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_getattribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_usr_cls_classmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_variable_tracker_recursively_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_version_ci_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_write_to_cells_with_name_shadowing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_write_to_closures_in_inlining_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_writes_to_cells_across_frames2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_yield_from_in_a_loop_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_yield_from_user_stop_iteration_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_yield_send_to_subgenerator_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_Size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_add_sub_alpha_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_batch_encoding_clone_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_batchnorm_e2e_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_changing_stride_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_class_member_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_classmethod_with_slots_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_compile_complex_conj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_const_dict_keyerror_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_data_attr_mutation_after_saved_for_bw_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dataclass_init_with_default_factory_with_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dedup_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dict_tag_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dynamic_shapes_float_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dynamic_shapes_right_side_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_ellipsis_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_embedding_backward_broadcasting_decomp_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_exec_wildcard_import_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_for_loop_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_get_parameter_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_grad_mode_carrying_correct_state_after_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_graph_break_on_jit_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_graph_break_unsupported_fake_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_guard_fail_nested_tuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_guard_fail_tensor_bool_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_guard_ordering_shape_fail_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_hf_bigbird_unsqueeze_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_hf_classinstantier_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_hf_gelu_inline_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_inference_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_iadd_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_indexing_with_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_inductor_rng_default_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_inlining_cornercase_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_is_make_fx_tracing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_is_symbolic_tracing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue111522_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue111918_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue1466_size_aot_autograd_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_list_aliasing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_list_index_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_listcomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_maml_item_capture_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_many_views_with_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_map_with_multiple_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_megablocks_moe_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_merge_criteria_processor_list1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_method_overriding_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_multi_import_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_named_buffers_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_negative_floor_div_solve_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nested_while_loop_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nn_module_stack_bc_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nonconst_issubclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nullcontext1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nullcontext2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_numpy_tobytes_no_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_omegaconf_listconfig_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_optim_state_references_cleared_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_optimized_deepcopy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_optimized_module_training_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_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_overlapping_inputs_with_dynamic_shapes_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_partitioner_cse_respects_mutation_boundaries_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_primtorch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_primtorch_no_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_recursive_map_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_reformer_eval_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_reformer_train_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_relative_import_no_modulename_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_requires_grad_guards_with_grad_mode1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_return_value_duplication_mixed_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_return_value_duplication_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rewrite_assert_noop_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rewrite_assert_with_msg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rng_state_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_sdpa_dynamic_shapes_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_setattr_requires_grad_graph_breaks_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_setitem_boolean_mask_diff_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_setitem_tuple_boolean_mask_diff_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_sigmoid_out2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_size_typematch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_slice_into_list_mutable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_sort_out2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_sort_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_split_with_sizes_aot_autograd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_stk_sdd_is_transposed_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_stop_iteration_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_sub_alpha_scalar_repro_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_super_diamond_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_super_in_staticmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_swin_base_tensor_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_symnode_is_not_op_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_symnode_is_op_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_data_kwarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_item_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_aot_eager_func_name_func2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_aot_eager_func_name_func3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_eager_func_name_func1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_eager_func_name_func2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_inductor_func_name_func1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_inductor_func_name_func2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_inductor_func_name_func3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_torch_ops_aten_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_torch_tensor_ops_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_torch_variable_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_trace_functional_tensor_with_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tuple_enum_as_key_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_typed_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_typed_dict_total_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_udf_classes_reconstruction_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_unpack_hooks_dont_run_during_tracing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_user_ctor_ctx_manager_custom_init_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_user_ctor_ctx_manager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_user_defined_object_callable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_validate_model_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_weakref_construction_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_weakref_del_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_weakref_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_while_loop_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_while_loop_graph_break_inside_call_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_access_by_keys_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_children_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_constloop_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_conv_call_super_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_conv_transpose_call_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_conv_transpose_call_super_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_densenet_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_enumvalues_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_fnmembercmp1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_fnmembercmp2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_generation_tag_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_iseval1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_istraining1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module6_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module_speculation_log_divergence_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_module_attribute_precedence_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_module_call_module_with_static_forward_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_module_name_string_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_module_static_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_moduledict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_modulelist_custom_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_modulelist_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_modulelist_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_modulemethod1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_modulemethod2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_named_children_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_nn_moduledict_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_parameters1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_parameters2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_self_mutating1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_sequential_with_duplicated_module2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_simple_torch_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_submodules1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_super1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_torch_function_with_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_byte_tensor_does_not_crash_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_capture_symbolic_tracing_simple_within_fake_mode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_capture_symbolic_tracing_within_fake_mode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_mismatch_return_length_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_missing_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_non_list_operands_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dataclass_input_output_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_2_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_with_non_tensor_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_with_non_tensor_arg_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_with_non_tensor_output_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_with_non_tensor_output_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dynamic_slicing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dynamic_slicing_invalid_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_empty_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_compare_optimize_with_make_fx_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_control_flow_with_getattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_decomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_dynamic_dim_cleanup_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_graph_bypass_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_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_masking_with_no_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_mismatched_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_multi_dynamic_dim_constraint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_multi_dynamic_dim_unsafe_relationship_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_no_raise_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_persist_assert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_preserve_constraints_as_metadata_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_preserves_nn_module_stack_for_get_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_raise_guard_full_constraint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_raise_on_relationship_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_shape_control_flow_1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_specialized_int_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_symbolic_shape_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_args_with_default_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_cond_branches_calling_methods_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_cond_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_dict_values_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_free_function_and_class_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_method_on_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_method_on_module_invoke_twice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_not_none_control_flow_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_not_none_control_flow_pos_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_functools_wrapped_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_with_default_None_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_with_default_float_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_with_default_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_with_default_tuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_map_cond_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_stack_trace_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_symbool_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_input_container_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_invalid_input_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_invalid_input_unused_nonlocal_ok_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_list_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_list_unpack_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_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_for_out_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_predispatch_with_for_out_dtype_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_predispatch_with_higher_order_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_preserve_fx_node_metadata_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_preserve_fx_node_metadata_inline_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_preserve_fx_node_metadata_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_remove_redundant_dynamic_dim_in_error_message_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_retracibility_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_retracibility_nested_list_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_round_dynamic_shapes_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_sym_contains_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_symbolic_tracing_within_fake_mode_with_constraints_with_parameters_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_symbool_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_torch_inference_mode_ctx_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_zeroes_in_and_out_different_shape_on_test_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_zeroes_in_new_shape_scalar_out_permute_dupe_and_bypass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_zeroes_in_new_shape_scalar_out_permute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_control_flow1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_dynamic_getitem_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_extended_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_graph_break_on_item_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_indirect_unsupported3_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_resume2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_resume3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_resume_paths_join_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_resume_with_no_grad1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_stack_state1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_start1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_start4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_tuple_iterator_mutate_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_access_module_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_constants_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_global_num_adds_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_input_num_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_tracked_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_untracked_global_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_concat_unbacked_shape_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_branches_no_arguments_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_free_variable_in_both_branches_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_graph_break_in_one_branch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_source_fn_stack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_subgraph_name_is_valid_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_with_empty_operands_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_fallback_on_graph_break_simple_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_hints_wrapper_incorrect_type_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_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_lowers_to_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_side_effect_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_source_fn_stack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_subgraph_name_is_valid_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_modules_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_nested_wrap_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_no_freevars_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_output_with_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_register_subclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_same_freevar_twice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_del_existing_attr_global_obj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_obj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_in_body_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_local_list_append_no_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_global_num_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_global_num_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_num_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_set_new_attr_global_module_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_tensor_with_unbacked_shape_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_unbacked_symbol_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_vmap_multiply_scalar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_default_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_default_if_branch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_only_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_pytree_args_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_pytree_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_source_fn_stack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_subgraph_name_is_valid_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_functional_call_disable_inline_nn_module_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_freevar_python_scalar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_non_tensor_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_pytree_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_with_side_effect_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jacfwd_randomness_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn_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_two_tensors_disable_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_linearize_jvp_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vjp_has_aux_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_free_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_pytree_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_side_effects_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_alias_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_backwards_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_raises_invalid_leaf_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_sequence_nr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_with_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_data_ptr_access_copy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_data_ptr_access_fails_in_backward_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_double_backward_errors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_eager_sequence_nr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_grad_inputs_alias_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_inputs_overlapping_with_mutation_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_inputs_overlapping_with_mutation_stress_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_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_negative_testing_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_nn_parameter_construction_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_no_storage_overlap_guards_no_aliasing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_no_storage_overlap_guards_no_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_split_with_sizes_aot_autograd_cleans_up_traceback_meta_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesTestSDPA::test_graph_break_SDPAParams_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesTestSDPA::test_input_SDPAParams_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesTestSDPA::test_returns_SDPAParams_dynamic_shapes 2024-12-18T00:35:43.6838309Z 2024-12-18T00:35:43.6838515Z Running inductor/test_cpu_repro 3/4 ... [2024-12-18 00:35:43.612410] 2024-12-18T00:35:43.6838926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:43.6839869Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:43.612884] 2024-12-18T00:45:19.7852833Z 2024-12-18T00:45:19.7853735Z inductor/test_cpu_repro 3/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_3.4_7f6f3e30b49de81c_.log 2024-12-18T00:45:19.7959923Z Running 180 items in this shard: test/inductor/test_cpu_repro.py::CPUReproTests::test_add_layernorm, test/inductor/test_cpu_repro.py::CPUReproTests::test_auto_simd, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_right_shift, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_mul_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_bn_mixed_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_transpose2d_has_output_size_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_used_from_multiple_places, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_double_to_fp32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_fp32_int64_oob_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int64_to_fp32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int8_to_half_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_disabled_amp_is_inference_False, test/inductor/test_cpu_repro.py::CPUReproTests::test_do_not_insert_to_dtype_for_memory_copy_only_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_double_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_eliminate_meaningless_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_expr_vec_non_contiguous, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_fused_attention_conv, test/inductor/test_cpu_repro.py::CPUReproTests::test_insert_to_dtype_count, test/inductor/test_cpu_repro.py::CPUReproTests::test_int32_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_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_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_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_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_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_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_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_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_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_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_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_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_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_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_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_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_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_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_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_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_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_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_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_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_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_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_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_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_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_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_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_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_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_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_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_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_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_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_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_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_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_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_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_fill_softmax, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_fill_with_inf_or_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_ops_masked_with_bool_input, 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_randint_symint_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_repeated_exp, test/inductor/test_cpu_repro.py::CPUReproTests::test_scalar_sign_with_min, test/inductor/test_cpu_repro.py::CPUReproTests::test_slice_scatter_default_end_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_slice_scatter_issue122291, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_load_decomposed_dequant_add_relu_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_store_channel_shuffle_cl_quant_output_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_store_channel_shuffle_cl_quant_output_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_timed_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_non_contiguous, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_sum_outer, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_with_norm, test/inductor/test_cpu_repro.py::CPUReproTests::test_two_local_buffers_in_outer_loop_fusion_case2, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint32_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint32_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_compare_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_cpu_only_for_all_available_isa, test/inductor/test_cpu_repro.py::CPUReproTests::test_vertical_sum_cpu_only 2024-12-18T00:45:19.8062409Z 2024-12-18T00:45:19.8062589Z Running test_dispatch 1/1 ... [2024-12-18 00:45:19.785335] 2024-12-18T00:45:19.8062963Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:19.8063874Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dispatch.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:19.785728] 2024-12-18T00:45:56.3092341Z 2024-12-18T00:45:56.3093119Z test_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dispatch_1.1_d80e0c8fbdd4a7eb_.log 2024-12-18T00:45:56.3101726Z Running 32 items in this shard: test/test_dispatch.py::TestDispatch::test_all_invariants, test/test_dispatch.py::TestDispatch::test_computed_table, test/test_dispatch.py::TestDispatch::test_computed_table_with_ambiguous_autogradother, test/test_dispatch.py::TestDispatch::test_computed_table_with_autograd, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_math, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_math_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_math, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_math_autogradcpu_fallthrough, test/test_dispatch.py::TestDispatch::test_computed_table_with_math, test/test_dispatch.py::TestDispatch::test_def, test/test_dispatch.py::TestDispatch::test_def_impl_schema_mismatch, test/test_dispatch.py::TestDispatch::test_def_only, test/test_dispatch.py::TestDispatch::test_def_with_explicit_alias, test/test_dispatch.py::TestDispatch::test_def_with_inference, test/test_dispatch.py::TestDispatch::test_dispatch_print_registrations_for_dispatch_key_invalid, test/test_dispatch.py::TestDispatch::test_find_dangling_impls, test/test_dispatch.py::TestDispatch::test_find_dangling_impls_ext, test/test_dispatch.py::TestDispatch::test_impl_only, test/test_dispatch.py::TestDispatch::test_multiple_def_alias_defaulting, test/test_dispatch.py::TestDispatch::test_multiple_def_alias_mismatch, test/test_dispatch.py::TestDispatch::test_multiple_def_error, test/test_dispatch.py::TestDispatch::test_multiple_fallback, test/test_dispatch.py::TestDispatch::test_overwrite_math, test/test_dispatch.py::TestPythonDispatcher::test_autogradother, test/test_dispatch.py::TestPythonDispatcher::test_basic, test/test_dispatch.py::TestPythonDispatcher::test_defaultbackend_autogradcpu, test/test_dispatch.py::TestPythonDispatcher::test_defaultbackend_math, test/test_dispatch.py::TestPythonDispatcher::test_duplicate_registrations, test/test_dispatch.py::TestPythonDispatcher::test_math_autogradcpu, test/test_dispatch.py::TestPythonDispatcher::test_quantized_structured_not_implemented 2024-12-18T00:45:56.3109942Z 2024-12-18T00:45:56.3110157Z Running torch_np/test_binary_ufuncs 1/1 ... [2024-12-18 00:45:56.309351] 2024-12-18T00:45:56.3110563Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:56.3111507Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:56.309760] 2024-12-18T00:46:00.5320672Z 2024-12-18T00:46:00.5321680Z torch_np/test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_binary_ufuncs_1.1_a8c6175b79b34e96_.log 2024-12-18T00:46:00.5332777Z Running 38 items in this shard: test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_add, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_arctan2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_copysign, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_float_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_floor_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmax, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmin, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmod, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_gcd, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_heaviside, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_hypot, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_lcm, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_ldexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_left_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_matmul, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_maximum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_minimum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_multiply, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_nextafter, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_not_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_remainder, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_right_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_subtract 2024-12-18T00:46:00.5344821Z 2024-12-18T00:46:00.5345074Z Running inductor/test_aot_inductor_custom_ops 1/1 ... [2024-12-18 00:46:00.532086] 2024-12-18T00:46:00.5345528Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:00.5346509Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_custom_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:00.532422] 2024-12-18T00:48:07.5664484Z 2024-12-18T00:48:07.5665667Z 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_c0071432374dbe70_.log 2024-12-18T00:48:07.5675709Z Running 19 items in this shard: test/inductor/test_aot_inductor_custom_ops.py::AOTInductorLoggingTest::test_shape_env_reuse, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_add_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_add_output_path_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_all_inputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_missing_arg_with_default_value_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_out_variant_without_return_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_with_concat_inputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_with_multiple_outputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_custom_op_with_reinterpret_view_inputs_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCpu::test_incorrect_custom_op_schema_cpu, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_add_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_add_output_path_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_all_inputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_missing_arg_with_default_value_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_out_variant_without_return_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_with_concat_inputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_with_multiple_outputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_custom_op_with_reinterpret_view_inputs_cuda, test/inductor/test_aot_inductor_custom_ops.py::AOTInductorTestABICompatibleCuda::test_incorrect_custom_op_schema_cuda 2024-12-18T00:48:07.5685040Z 2024-12-18T00:48:07.5685292Z Running inductor/test_binary_folding 1/1 ... [2024-12-18 00:48:07.566613] 2024-12-18T00:48:07.5685777Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:07.5686820Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_binary_folding.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:48:07.566981] 2024-12-18T00:49:12.7011944Z 2024-12-18T00:49:12.7013302Z 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_26272a2d3978dd8c_.log 2024-12-18T00:49:12.7017657Z Running 6 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, test/inductor/test_binary_folding.py::FreezingGpuTests::test_conv_binary_folding_cuda, test/inductor/test_binary_folding.py::FreezingGpuTests::test_conv_bn_folding_cuda, test/inductor/test_binary_folding.py::FreezingGpuTests::test_linear_binary_folding_cuda 2024-12-18T00:49:12.7019696Z 2024-12-18T00:49:12.7019916Z Running inductor/test_gpu_cpp_wrapper 1/3 ... [2024-12-18 00:49:12.700680] 2024-12-18T00:49:12.7020348Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:49:12.7021312Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_gpu_cpp_wrapper.py', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:49:12.701051] 2024-12-18T01:02:14.3326327Z 2024-12-18T01:02:14.3327617Z inductor/test_gpu_cpp_wrapper 1/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_gpu_cpp_wrapper_1.3_58abe9138d0c6c7a_.log 2024-12-18T01:02:14.3365916Z Running 92 items in this shard: test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_adding_tensor_offsets_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_addmm_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_as_strided_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_batch_norm_2d_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bmm1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bmm2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_cat_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_3_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_index_tensor_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_insignificant_strides_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_layer_norm_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_mm_views_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_multi_device_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_profiler_mark_wrapper_call_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_repeat_interleave_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_scaled_dot_product_attention_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_silu_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sort_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sum_dtype_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sum_int_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_add_complex_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_as_strided_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bmm1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_cat_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_cat_slice_cat_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_custom_op_3_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_embedding_bag_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_fft_real_input_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_fft_real_input_real_output_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_inductor_layout_optimization_input_mutations_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_layer_norm_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_pointwise_hermite_polynomial_h_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_pointwise_hermite_polynomial_he_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_randint_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_reduction1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_roi_align_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scalar_input_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_silu_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sum_int_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_transpose_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int64_cuda_dynamic_shapes_gpu_wrapper 2024-12-18T01:02:14.3402709Z 2024-12-18T01:02:14.3414382Z Running inductor/test_torchinductor 2/4 ... [2024-12-18 01:02:14.332577] 2024-12-18T01:02:14.3415146Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:02:14.3416164Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor.py', '--shard-id=2', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:02:14.332908] 2024-12-18T01:15:35.7955911Z 2024-12-18T01:15:35.7957164Z inductor/test_torchinductor 2/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_2.4_19b3c8fdf22a42c1_.log 2024-12-18T01:15:35.8070377Z Running 412 items in this shard: test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast1_double, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast1_transposed, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast2_strided, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast3_broadcast1, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast3_broadcast3, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast3_int, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_dense_dense, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_dense_double, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_double_double, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_double_int, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_double_strided, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_strided_broadcast1, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_strided_broadcast2, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_strided_dense, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_strided_double, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_strided_strided, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_transposed_broadcast2, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_transposed_strided, test/inductor/test_torchinductor.py::CpuTests::test_AllenaiLongformerBase_repro_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_avg_pool1d_argmax_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_avg_pool_with_output_size_0_cpu, test/inductor/test_torchinductor.py::CpuTests::test_add_const_float_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adding_tensor_offsets_cpu, test/inductor/test_torchinductor.py::CpuTests::test_addmm_cpu, test/inductor/test_torchinductor.py::CpuTests::test_aoti_eager_support_out_cpu, test/inductor/test_torchinductor.py::CpuTests::test_aoti_eager_support_str_cpu, test/inductor/test_torchinductor.py::CpuTests::test_aoti_eager_with_persistent_cache_cpu, test/inductor/test_torchinductor.py::CpuTests::test_arange3_cpu, test/inductor/test_torchinductor.py::CpuTests::test_argmax_argmin3_cpu, test/inductor/test_torchinductor.py::CpuTests::test_as_strided_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d4_cpu, test/inductor/test_torchinductor.py::CpuTests::test_baddbmm_cpu, test/inductor/test_torchinductor.py::CpuTests::test_batch_norm_2d_2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bernoulli2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bmm1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bmm2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bool_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bucketize_computed_offsets_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bucketize_default_kwargs_cpu, test/inductor/test_torchinductor.py::CpuTests::test_buffer_use_after_remove_cpu, test/inductor/test_torchinductor.py::CpuTests::test_builtins_round_float_ndigits_pos_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_single_empty_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_unbacked_2d_cpu, 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test/inductor/test_torchinductor.py::GPUTests::test_linspace2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log_fp64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log_softmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_logcumsumexp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_masked_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_matmul_layer_norm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_min_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward4_cuda, 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test/inductor/test_torchinductor.py::GPUTests::test_pattern_matcher_multi_user_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_bessel_j1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_chebyshev_polynomial_w_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_digamma_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_entr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erfc_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_expit_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_hermite_polynomial_he_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i1e_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_k0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_polygamma_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_t_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_xlog1py_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow_symfloat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_int64_mod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randn_generator_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction_config_limit_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reflection_pad2d_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reinterpret_dtypeview_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_no_ops_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reuse_buffers_with_aliasing_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_add1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_add3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_unaligned_mask_freezing_cuda, test/inductor/test_torchinductor.py::GPUTests::test_searchsorted_cuda, test/inductor/test_torchinductor.py::GPUTests::test_select_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_shape_padding_cuda, test/inductor/test_torchinductor.py::GPUTests::test_should_pad_bench_for_bmm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sin_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_mutation2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter_reinplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_bool_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumsum_low_prec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_std_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor_index_slice_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tmp_not_defined_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tmp_not_defined_issue2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_to_device_constant_cuda, test/inductor/test_torchinductor.py::GPUTests::test_uint4x2_mixed_mm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unbacked_floordiv_simplify_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_bilinear2d_a_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_nearest3d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_correction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vectorized_ops_masked_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_as_complex_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_detach_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_uint8_through_differing_bitwidths_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_weight_norm_bwd_cuda, test/inductor/test_torchinductor.py::GPUTests::test_xblock_divides_xnumel_cuda, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_ctr_not_moved_to_cuda_when_used_in_index_put, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_has_constant_mask_block_multiple_True_ynumel_exceed_ygrid_size_True, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_sequence_nr, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_not_materialize_pointwise_reduction, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_compute, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_dtype_with_constraint, test/inductor/test_torchinductor.py::RNNTest::test_rnn_compile_safe, test/inductor/test_torchinductor.py::NanCheckerTest::test_nan_checker_pass 2024-12-18T01:15:35.8180313Z 2024-12-18T01:15:35.8180567Z Running inductor/test_torchinductor_opinfo 6/10 ... [2024-12-18 01:15:35.796535] 2024-12-18T01:15:35.8181019Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:15:35.8181999Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '--shard-id=6', '--num-shards=10', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:15:35.796885] 2024-12-18T01:29:38.7067981Z 2024-12-18T01:29:38.7069443Z inductor/test_torchinductor_opinfo 6/10 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_6.10_e816b46e5381bacc_.log 2024-12-18T01:29:38.7294370Z Running 359 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__native_batch_norm_legit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_lengths_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__softmax_backward_data_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asinh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bincount_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdist_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_complex_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dist_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_einsum_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exponential_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flip_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_divide_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_divide_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frexp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hypot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_igammac_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isneginf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isneginf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_det_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_singular_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_with_dtype_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_mean_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_median_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_zeros_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_bilinear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_celu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardswish_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_linear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_linear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mish_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mish_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rrelu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softplus_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_unfold_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pca_lowrank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pinverse_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pinverse_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rand_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_bartlett_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_cosine_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_exponential_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_softmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1e_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensordot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triangular_solve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_indices_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_unbiased_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_bool 2024-12-18T01:29:38.7489313Z 2024-12-18T01:29:38.7489544Z Running dynamo/test_base_output 1/1 ... [2024-12-18 01:29:38.707160] 2024-12-18T01:29:38.7490926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:29:38.7491861Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:29:38.707557] 2024-12-18T01:29:42.6290132Z 2024-12-18T01:29:42.6291220Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_0ed333a9774626fd_.log 2024-12-18T01:29:42.6293587Z Running 6 items in this shard: test/dynamo/test_base_output.py::TestBaseOutput::test_assign, test/dynamo/test_base_output.py::TestBaseOutput::test_create, test/dynamo/test_base_output.py::TestBaseOutput::test_getattr, test/dynamo/test_base_output.py::TestBaseOutput::test_getitem, test/dynamo/test_base_output.py::TestBaseOutput::test_index, test/dynamo/test_base_output.py::TestBaseOutput::test_tuple 2024-12-18T01:29:42.6295039Z 2024-12-18T01:29:42.6295308Z Running inductor/test_cooperative_reductions 1/1 ... [2024-12-18 01:29:42.628907] 2024-12-18T01:29:42.6295762Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:29:42.6297081Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cooperative_reductions.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:29:42.629289] 2024-12-18T01:31:14.4636613Z 2024-12-18T01:31:14.4640215Z inductor/test_cooperative_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cooperative_reductions_1.1_4a361052caac75a1_.log 2024-12-18T01:31:14.4703705Z Running 143 items in this shard: test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_bool_reduction_fns, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_chained_reductions, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_15_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_15_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_15_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_1_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_1_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_1_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_2_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_2_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_2_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_5_count_1024, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_5_count_1048575, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_non_power_of_2_bs_5_count_1048577, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduce_split, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amax_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amax_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amax_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amin_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amin_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_amin_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_max_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_max_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_max_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_mean_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_mean_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_mean_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_min_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_min_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_min_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_prod_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_prod_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_prod_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_softmax_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_softmax_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_softmax_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_std_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_std_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_std_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_sum_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_sum_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_sum_float64, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_var_mean_float16, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_var_mean_float32, test/inductor/test_cooperative_reductions.py::CooperativeReductionTests::test_reduction_fns_name_var_mean_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_bool_reduction_fns, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_chained_reductions, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_15_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_1_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_2_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_5_count_1024, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048575, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048577, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduce_split, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amax_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amax_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amax_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amin_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amin_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_amin_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_max_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_max_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_max_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_mean_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_mean_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_mean_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_min_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_min_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_min_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_prod_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_prod_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_prod_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_softmax_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_softmax_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_softmax_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_std_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_std_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_std_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_sum_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_sum_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_sum_float64, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_var_mean_float16, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_var_mean_float32, test/inductor/test_cooperative_reductions.py::NoPersistCooperativeReductionTests::test_reduction_fns_name_var_mean_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_bool_reduction_fns, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_chained_reductions, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_15_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_15_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_1_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_1_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_2_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_2_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_5_count_1024, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048575, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_non_power_of_2_bs_5_count_1048577, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduce_split, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amax_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amax_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amax_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amin_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amin_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_amin_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_max_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_max_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_max_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_mean_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_mean_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_mean_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_min_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_min_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_min_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_prod_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_prod_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_prod_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_softmax_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_softmax_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_softmax_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_std_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_std_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_std_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_sum_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_sum_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_sum_float64, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_var_mean_float16, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_var_mean_float32, test/inductor/test_cooperative_reductions.py::MultiKernelCooperativeReductionTests::test_reduction_fns_name_var_mean_float64, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_False_cfg0, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_False_cfg1, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_True_cfg4, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_False_cooperative_True_cfg5, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_False_cfg2, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_False_cfg3, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_True_cfg6, test/inductor/test_cooperative_reductions.py::TestFixedConfigs::test_fixed_configs_persistent_True_cooperative_True_cfg7 2024-12-18T01:31:14.4767154Z 2024-12-18T01:31:14.4767368Z Running dynamo/test_utils 1/1 ... [2024-12-18 01:31:14.463911] 2024-12-18T01:31:14.4767761Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:31:14.4768695Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:31:14.464291] 2024-12-18T01:31:30.8073611Z 2024-12-18T01:31:30.8074407Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_69eeae5de51b4bf1_.log 2024-12-18T01:31:30.8076829Z Running 6 items in this shard: test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_even_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_nan, test/dynamo/test_utils.py::TestDynamoTimed::test_dynamo_timed, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_jsonify, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_parsing_non_conforming_items 2024-12-18T01:31:30.8079162Z 2024-12-18T01:31:30.8079391Z Running inductor/test_select_algorithm 1/1 ... [2024-12-18 01:31:30.807382] 2024-12-18T01:31:30.8079828Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:31:30.8080852Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_select_algorithm.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:31:30.807759] 2024-12-18T01:33:10.1548430Z 2024-12-18T01:33:10.1553723Z inductor/test_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_select_algorithm_1.1_8237426bcf86e8cd_.log 2024-12-18T01:33:10.1561337Z Running 19 items in this shard: test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_TritonTemplateCaller_str, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test__int_mm, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_addmm_cuda, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_addmm_fp16, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_baddbmm, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_bmm, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_convolution1, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_convolution2, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_convolution_as_mm, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_linear_relu_cuda, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_dropout, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_dup_args, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_dup_args_view, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_not_even_k, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_plus_mm, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_plus_mm2_cuda, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_plus_mm3_cuda, test/inductor/test_select_algorithm.py::TestSelectAlgorithm::test_mm_skip 2024-12-18T01:33:10.1567167Z 2024-12-18T01:33:10.1567475Z Running inductor/test_torchinductor_codegen_dynamic_shapes 3/6 ... [2024-12-18 01:33:10.155133] 2024-12-18T01:33:10.1567975Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:33:10.1569014Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '--shard-id=3', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:33:10.155553] 2024-12-18T01:41:16.7163916Z 2024-12-18T01:41:16.7165386Z inductor/test_torchinductor_codegen_dynamic_shapes 3/6 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_3.6_5b8f9e5fc9a4b690_.log 2024-12-18T01:41:16.7296488Z Running 242 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_abs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_const_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_min_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_as_strided_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool3d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool3d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_default_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_unbacked_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv2d_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_exp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expand_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_basic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float32_to_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_functionalize_rng_wrappers_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gather1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gather2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gather_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_grid_sampler_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardtanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_as_masked_fill_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_select_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_indirect_load_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inner_fn_str_and_stride_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_int8_weight_only_quant_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_lerp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_long_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_masked_fill_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mean_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_prime_size_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_var_lowp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pattern_matcher_multi_user_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pixel_shuffle_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_j1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_y1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfcx_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_scaled_modified_bessel_k0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_shifted_chebyshev_polynomial_t_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_polar_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reflection_pad2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_roll_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scalar_cpu_tensor_arg_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_add1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_reduce2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_searchsorted_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sgn_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_shape_prop_torch_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_signbit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_simplify_loops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_cumsum_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_with_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_with_sizes_with_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_with_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_std_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum_keepdims_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor_index_slice_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_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_upsample_nearest2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_vdd_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_on_aliased_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_zeros_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_avg_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex6_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adding_tensor_offsets_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_addmm_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_angle_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_override_registration_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_argmax_argmin1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_as_strided_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d6_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool3d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bernoulli1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bitwise2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_both_scalars_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_float_ndigits_neg_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_empty_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_upcasting_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clamp_type_promotion_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clone_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_compar_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_fill_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv3d_channels_last_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_functional_bn_fuse_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cumsum_inf_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_scan_op_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_device_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div_softmax_symfloat_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_erfc_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_expand_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_expm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fallback_mutable_op_list_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fmod_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_forced_buffer_realize_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_glu_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_hardtanh_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_horizonal_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_put_as_masked_fill_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inductor_layout_optimization_input_mutations_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inplace_resize_as_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_input_mutation5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_isinf_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_kwargs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_grid_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_linspace4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_log1p_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_log_fp64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_log_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_logcumsumexp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_low_memory_max_pool_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_misaligned_address_issue1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_move_arange_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multi_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_neg_max_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_new_ones_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_output_strides_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pad_view_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_philox_rand_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_erf_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_gammainc_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_ndtri_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_polygamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_xlogy_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction_config_limit_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reinterpret_dtypeview_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_roi_align_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_round_correctness_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scaled_dot_product_attention_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_add1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_reduce2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_reduce3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_setitem_with_int_parameter_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_shape_padding_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_mutation1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_scatter3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_scatter5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_softmax_one_kernel_loop_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_with_list_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_stack_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tmp_not_defined_issue1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_device_constant_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_memory_format_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unbacked_floordiv_simplify_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unbind_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_bicubic2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_bilinear2d_b_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_vdd_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views6_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_xblock_divides_xnumel_dynamic_shapes_cuda 2024-12-18T01:41:16.7413577Z 2024-12-18T01:41:16.7413857Z Running inductor/test_torchinductor_dynamic_shapes 5/6 ... [2024-12-18 01:41:16.716920] 2024-12-18T01:41:16.7414342Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:16.7415350Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '--shard-id=5', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:16.717264] 2024-12-18T01:50:50.3028263Z 2024-12-18T01:50:50.3029691Z inductor/test_torchinductor_dynamic_shapes 5/6 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_5.6_17b9f335823f50e2_.log 2024-12-18T01:50:50.3129171Z Running 228 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_inplace_permuted_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_addmm_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_arange5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_min_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise2_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_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_config_option_dont_assume_alignment_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_precision_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int8_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_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_expanded_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmin_fmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_truncation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_functionalize_rng_wrappers_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather1_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_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_lerp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear_float64_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_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logcumsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logcumsumexp_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mm_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mm_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mutations_loop_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_philox_rand_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_j1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_log_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_sinc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_xlog1py_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reuse_buffers_with_aliasing_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_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sgn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sign_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_backward_data_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze_varargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_keepdims_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tanh_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_tmp_not_defined_issue3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_topk_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unbacked_floordiv_simplify_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_unsqueeze_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_bilinear2d_a_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vdd_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__unsafe_masked_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_addmm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bfloat16_to_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bmm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_empty_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_chunk_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_complex_memory_overlap_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_compiled_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_fusion_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_exp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_no_mutated_tensors_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_with_return_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fft_real_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_float32_to_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fractional_max_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fuse_large_params_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_hardsigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_hardtanh_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_flip_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_floordiv_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_deterministic_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_offset_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_layer_norm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linear2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_log_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_masked_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_matmul_layer_norm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d7_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_min_max_reduction_nan_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mixed_mm3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mixed_mm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mm_views_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_var_lowp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_new_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_philox_rand_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_j1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_expit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_expm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtr_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_psi_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_polar_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_like_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_interleave_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_resize_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_rsqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_add1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scheduler_vertical_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sgn_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sgn_extremal_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_single_elem_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumprod_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_std_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_strided_inputs_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tmp_not_defined_issue2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_triu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unsqueeze_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vdd_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_item_neginf_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_full_symbolic_value_cuda, 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_op1_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_pad_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_shape_as_constant_reciprocal_float_exp_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sub_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_cat_backwards_save_data_dependent_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_specialization_cuda 2024-12-18T01:50:50.3225914Z 2024-12-18T01:50:50.3226143Z Running dynamo/test_autograd_function 1/1 ... [2024-12-18 01:50:50.303074] 2024-12-18T01:50:50.3226573Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:50:50.3227531Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_autograd_function.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:50:50.303450] 2024-12-18T01:51:00.0353970Z 2024-12-18T01:51:00.0354884Z 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_0c7ba04de103616a_.log 2024-12-18T01:51:00.0367756Z Running 35 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_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_default_values, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_enum_arg, 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_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 2024-12-18T01:51:00.0379692Z 2024-12-18T01:51:00.0379920Z Running inductor/test_benchmark_fusion 1/1 ... [2024-12-18 01:51:00.035874] 2024-12-18T01:51:00.0380357Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:51:00.0381319Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_benchmark_fusion.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:51:00.036263] 2024-12-18T01:52:30.4201428Z 2024-12-18T01:52:30.4204805Z inductor/test_benchmark_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmark_fusion_1.1_d9299aec1e1b411a_.log 2024-12-18T01:52:30.4211083Z Running 16 items in this shard: test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_avoid_register_spilling_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_foreach_kernel_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_register_spills_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_resnet18_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_softmax_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_tield_kernel_fusion_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkingTest::test_benchmark_on_non_zero_device, test/inductor/test_benchmark_fusion.py::BenchmarkMultiTemplateFusionCudaTest::test_changed_layout, test/inductor/test_benchmark_fusion.py::BenchmarkMultiTemplateFusionCudaTest::test_equivalent_extern_code, test/inductor/test_benchmark_fusion.py::BenchmarkMultiTemplateFusionCudaTest::test_equivalent_template_code, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_avoid_register_spilling_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_foreach_kernel_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_register_spills_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_resnet18_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_softmax_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_tield_kernel_fusion_cpu 2024-12-18T01:52:30.4217265Z 2024-12-18T01:52:30.4217472Z Running inductor/test_fx_fusion 1/1 ... [2024-12-18 01:52:30.419716] 2024-12-18T01:52:30.4217871Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:52:30.4218802Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:52:30.420128] 2024-12-18T01:52:35.1936066Z 2024-12-18T01:52:35.1937075Z 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_82e4000b86e396ff_.log 2024-12-18T01:52:35.1939119Z 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 2024-12-18T01:52:35.1941025Z 2024-12-18T01:52:35.1941257Z Running test_model_exports_to_core_aten 1/1 ... [2024-12-18 01:52:35.193575] 2024-12-18T01:52:35.1941857Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:52:35.1943089Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:52:35.193909] 2024-12-18T01:52:39.5660044Z 2024-12-18T01:52:39.5661151Z 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_746a62db865d51dd_.log 2024-12-18T01:52:39.5662293Z Running 1 items in this shard: test/test_model_exports_to_core_aten.py::TestQuantizePT2EModels::test_vit_aten_export 2024-12-18T01:52:39.5662899Z 2024-12-18T01:52:39.5663119Z Running inductor/test_flex_attention 1/7 ... [2024-12-18 01:52:39.566016] 2024-12-18T01:52:39.5663540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:52:39.5666829Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_attention.py', '--shard-id=1', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:52:39.566335] 2024-12-18T02:04:18.2985291Z 2024-12-18T02:04:18.2988820Z inductor/test_flex_attention 1/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_attention_1.7_7acdecc4406794da_.log 2024-12-18T02:04:18.3033006Z Running 102 items in this shard: test/inductor/test_flex_attention.py::TestFlexAttention::test_GQA_float16_score_mod3, test/inductor/test_flex_attention.py::TestFlexAttention::test_aot_eager_gradcheck_score_mod5, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_automatic_dynamic_float16_score_mod1, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_automatic_dynamic_float16_score_mod2, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_bfloat16_score_mod2, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE2, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE3, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE_128, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE_128, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE_256, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE_128, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE_256, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE_128, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE_256, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE2, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE2, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE_256, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float16_score_mod7_BLOCK_SIZE3, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE_256, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE_128, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE_256, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_different_block_size_float32_score_mod5_BLOCK_SIZE3, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_dynamic_float16_score_mask_mod1, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_dynamic_float16_score_mask_mod6, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_dynamic_float16_score_mask_mod7, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_float16_score_mod4, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_float16_score_mod6, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_seqlen_lt_custom_sparse_block_size_float16_score_mod6, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_seqlen_lt_custom_sparse_block_size_float16_score_mod7, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_seqlen_lt_default_sparse_block_size_float16_score_mod1, test/inductor/test_flex_attention.py::TestFlexAttention::test_builtin_score_mods_seqlen_lt_default_sparse_block_size_float16_score_mod6, test/inductor/test_flex_attention.py::TestFlexAttention::test_causal_block_non_divisible_with_captured_buffer, test/inductor/test_flex_attention.py::TestFlexAttention::test_comparison_vs_sdpa, test/inductor/test_flex_attention.py::TestFlexAttention::test_dependent_causal_bidirectional_float16, test/inductor/test_flex_attention.py::TestFlexAttention::test_flex_attention_stride_ordering_mode_eager_permute_order0_shape0, test/inductor/test_flex_attention.py::TestFlexAttention::test_flex_attention_stride_ordering_mode_eager_permute_order2_shape1, test/inductor/test_flex_attention.py::TestFlexAttention::test_flex_attention_stride_ordering_mode_paged_attention_permute_order0_shape0, test/inductor/test_flex_attention.py::TestFlexAttention::test_flex_attention_stride_ordering_mode_paged_attention_permute_order1_shape0, test/inductor/test_flex_attention.py::TestFlexAttention::test_free_symbol_dynamic, test/inductor/test_flex_attention.py::TestFlexAttention::test_fully_masked_out_rows_compile_False, test/inductor/test_flex_attention.py::TestFlexAttention::test_function_composition_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttention::test_index_weird1, test/inductor/test_flex_attention.py::TestFlexAttention::test_inputs_are_realized, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_causal_mask_float16_batch_dims0_head_dims0_score_mod4, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_causal_mask_float16_batch_dims0_head_dims0_score_mod5, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_causal_mask_float16_batch_dims2_head_dims0_score_mod0, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_causal_mask_float16_batch_dims2_head_dims0_score_mod7, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims0_head_dims0_score_mod4, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims0_head_dims0_score_mod5, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims0_head_dims0_score_mod7, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims0_head_dims1_score_mod2, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims1_head_dims0_score_mod5, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims1_head_dims1_score_mod2, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims1_head_dims1_score_mod5, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims1_head_dims1_score_mod6, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims2_head_dims0_score_mod2, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims2_head_dims0_score_mod3, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims2_head_dims0_score_mod5, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims2_head_dims0_score_mod6, test/inductor/test_flex_attention.py::TestFlexAttention::test_kv_batch_broadcast_float16_batch_dims2_head_dims1_score_mod5, test/inductor/test_flex_attention.py::TestFlexAttention::test_logsumexp_correctness_bfloat16_score_mod1, test/inductor/test_flex_attention.py::TestFlexAttention::test_multiple_score_mod_calls, test/inductor/test_flex_attention.py::TestFlexAttention::test_multiple_score_mod_calls2, test/inductor/test_flex_attention.py::TestFlexAttention::test_non_equal_head_dims_score_mod0_bfloat16_head_dims0, test/inductor/test_flex_attention.py::TestFlexAttention::test_non_equal_head_dims_score_mod1_float32_head_dims0, test/inductor/test_flex_attention.py::TestFlexAttention::test_non_equal_head_dims_score_mod2_float16_head_dims1, test/inductor/test_flex_attention.py::TestFlexAttention::test_non_equal_head_dims_score_mod3_float32_head_dims1, test/inductor/test_flex_attention.py::TestFlexAttention::test_non_equal_head_dims_score_mod5_float32_head_dims0, test/inductor/test_flex_attention.py::TestFlexAttention::test_non_equal_head_dims_score_mod6_bfloat16_head_dims1, test/inductor/test_flex_attention.py::TestFlexAttention::test_recompile_changed_score_mod_float16, test/inductor/test_flex_attention.py::TestFlexAttention::test_skip_odd_keys_float32, test/inductor/test_flex_attention.py::TestFlexAttention::test_strided_inputs_float16_q_s0_k_s1_v_s1_do_s2, test/inductor/test_flex_attention.py::TestFlexAttention::test_strided_inputs_float16_q_s0_k_s2_v_s2_do_s2, test/inductor/test_flex_attention.py::TestFlexAttention::test_strided_inputs_float16_q_s1_k_s0_v_s0_do_s1, test/inductor/test_flex_attention.py::TestFlexAttention::test_strided_inputs_float16_q_s1_k_s3_v_s3_do_s1, test/inductor/test_flex_attention.py::TestFlexAttention::test_strided_inputs_float16_q_s1_k_s3_v_s3_do_s2, test/inductor/test_flex_attention.py::TestBlockMask::test_block_size, test/inductor/test_flex_attention.py::TestBlockMask::test_doc_mask_clamped_repro, test/inductor/test_flex_attention.py::TestPagedAttention::test_convert_mask_mod, test/inductor/test_flex_attention.py::TestPagedAttention::test_paged_builtin_score_mods_float16_score_mod0, test/inductor/test_flex_attention.py::TestPagedAttention::test_paged_builtin_score_mods_float16_score_mod3, test/inductor/test_flex_attention.py::TestPagedAttention::test_paged_builtin_score_mods_float16_score_mod4, test/inductor/test_flex_attention.py::TestPagedAttention::test_paged_builtin_score_mods_float16_score_mod6, test/inductor/test_flex_attention.py::TestLearnableBiases::test_batch_head_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32, test/inductor/test_flex_attention.py::TestLearnableBiases::test_batch_head_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:bfloat16, test/inductor/test_flex_attention.py::TestLearnableBiases::test_batch_head_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32, test/inductor/test_flex_attention.py::TestLearnableBiases::test_distinct_biases_batch:2_head:4_seq_len:37_headdim:16_dtype:bfloat16, test/inductor/test_flex_attention.py::TestLearnableBiases::test_flipped_indexed_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32, test/inductor/test_flex_attention.py::TestLearnableBiases::test_head_specific_gate_batch:2_head:4_seq_len:37_headdim:16_dtype:bfloat16_mode_default, test/inductor/test_flex_attention.py::TestLearnableBiases::test_indirect_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32, test/inductor/test_flex_attention.py::TestLearnableBiases::test_local_window_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:bfloat16, test/inductor/test_flex_attention.py::TestLearnableBiases::test_local_window_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32, test/inductor/test_flex_attention.py::TestLearnableBiases::test_local_window_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16, test/inductor/test_flex_attention.py::TestLearnableBiases::test_multiplicative_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16, test/inductor/test_flex_attention.py::TestLearnableBiases::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:bfloat16_mode_default, test/inductor/test_flex_attention.py::TestLearnableBiases::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:bfloat16_mode_max-autotune-no-cudagraphs, test/inductor/test_flex_attention.py::TestLearnableBiases::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_default, test/inductor/test_flex_attention.py::TestLearnableBiases::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs, test/inductor/test_flex_attention.py::TestLearnableBiases::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs, test/inductor/test_flex_attention.py::TestLearnableBiases::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_default, test/inductor/test_flex_attention.py::TestLearnableBiases::test_weird_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16, test/inductor/test_flex_attention.py::TestLearnableBiases::test_weird_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32 2024-12-18T02:04:18.3075379Z 2024-12-18T02:04:18.3075679Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2024-12-18 02:04:18.298727] 2024-12-18T02:04:18.3076189Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:04:18.3077218Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:04:18.299135] 2024-12-18T02:06:43.6886285Z 2024-12-18T02:06:43.6888049Z inductor/test_cudagraph_trees_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_2558547ef835fccc_.log 2024-12-18T02:06:43.6932380Z Running 94 items in this shard: test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_grad, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_multiple_recordings, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_alias_of_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_output_checkpoint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_static_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_storage_single_weakref, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliasing_static_ref, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_amp_cache_disabled, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cached_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cleanup, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_constant_output, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_conv_benchmark, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cpp_wrapper, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_cpu_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_storage, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_end_recording_early, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_execution_into_recording, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_expanded_inputs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_generation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_frozen_fn, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_function_compiled_multiple_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_manager_per_device, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mark_step, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_child_node, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_parent_node, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multinomial, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_insert_removal_caching, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_reinplaced, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_output_alias, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_peristed_output_livenes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_non_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_run_simple, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_separate_recordings, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_single_stream_use, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_symbolic, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_sparsity, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_storage_access_error, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_constant_mutation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unstable_ptr, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warmup_stream_sync, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_on_pending_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_workspace_allocation_error 2024-12-18T02:06:43.6971704Z 2024-12-18T02:06:43.6971941Z Running test_ops_gradients 2/11 ... [2024-12-18 02:06:43.688682] 2024-12-18T02:06:43.6972337Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:06:43.6973257Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '--shard-id=2', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:06:43.689148] 2024-12-18T02:18:39.7274619Z 2024-12-18T02:18:39.7275692Z test_ops_gradients 2/11 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_2.11_3ee2e13da205a39a_.log 2024-12-18T02:18:39.7452054Z Running 495 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpySplitCopyCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpySplitCopyWithIntCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_T_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___getitem___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_acosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_baddbmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_char_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chunk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_clamp_max_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_physical_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_double_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_dstack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_erfc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_erfinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expm1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ifft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flip_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fmin_cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_signal_windows_gaussian_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_slice_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_slice_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_zeta_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_split_with_sizes_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_split_with_sizes_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sqrt_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_std_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_stft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_stft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_take_along_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tensordot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tile_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_to_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_topk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unfold_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unsafe_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unsafe_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_var_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_var_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_var_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_vdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_view_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_xlogy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_H_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___getitem___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___getitem___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___rdiv___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___rsub___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__softmax_backward_data_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_acos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_alias_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_asinh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_baddbmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cartesian_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_clamp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_clamp_max_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cumprod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_div_no_rounding_mode_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_expand_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_expm1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ifftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ihfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ihfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fliplr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_gather_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_hsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_index_reduce_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_inner_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_isnan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_householder_product_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lstsq_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lu_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_matrix_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_matrix_rank_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_pinv_singular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_solve_triangular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_vander_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logical_xor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_long_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_mH_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_normalize_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_movedim_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_empty_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_zeros_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv_transpose2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_cosine_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_group_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_instance_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_circular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pairwise_distance_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_relu6_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_normal_in_place_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ormqr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_positive_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_real_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rot90_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sinh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_slice_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sparse_mm_reduce_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_airy_ai_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_bessel_j1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_hermite_polynomial_h_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_t_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trapz_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vsplit_cuda_complex128 2024-12-18T02:18:39.7617477Z 2024-12-18T02:18:39.7617667Z Running test_ops_gradients 10/11 ... [2024-12-18 02:18:39.728679] 2024-12-18T02:18:39.7618061Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:18:39.7618980Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '--shard-id=10', '--num-shards=11', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:18:39.729116] 2024-12-18T02:29:50.4206494Z 2024-12-18T02:29:50.4207597Z test_ops_gradients 10/11 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_10.11_3abd02cdf3117db4_.log 2024-12-18T02:29:50.4375995Z Running 485 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCubeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___getitem___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmatmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__segment_reduce_offsets_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__unsafe_masked_index_put_accumulate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_abs_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_acos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_decomposed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_allclose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_asin_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_block_diag_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cartesian_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chalf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_char_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cholesky_inverse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_embed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_div_trunc_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_dot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_equal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_exp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_eye_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flip_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flipud_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flipud_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_hsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_imag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_select_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isinf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isnan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eig_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvalsh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_householder_product_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_matrix_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_solve_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_tensorinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_vector_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lu_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mT_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_softmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_matrix_exp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_max_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_narrow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_new_empty_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_new_full_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_conv3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_hardshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_interpolate_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_max_unpool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_mish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_prelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_rms_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_norm_inf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_permute_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_pinverse_cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_silu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_upsample_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_normal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ones_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pinverse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_remainder_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_resize_as__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_select_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sparse_sampled_addmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_entr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_i1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_split_with_sizes_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sum_to_size_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_svd_lowrank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_t_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tanh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensor_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triangular_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trunc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vstack_cuda_complex128 2024-12-18T02:29:50.4538405Z 2024-12-18T02:29:50.4538606Z Running test_ops_fwd_gradients 7/10 ... [2024-12-18 02:29:50.421654] 2024-12-18T02:29:50.4539006Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:29:50.4539928Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_fwd_gradients.py', '--shard-id=7', '--num-shards=10', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:29:50.422083] 2024-12-18T02:37:39.7523126Z 2024-12-18T02:37:39.7526660Z test_ops_fwd_gradients 7/10 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_fwd_gradients_7.10_25c797db42f9bc55_.log 2024-12-18T02:37:39.7644279Z Running 307 items in this shard: test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad___getitem___cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad___rpow___cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad__segment_reduce_offsets_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_acos_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_add_cuda_float64, 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_as_strided_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_as_strided_scatter_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_asin_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_atleast_1d_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_bfloat16_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_block_diag_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cdouble_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cfloat_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cholesky_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_combinations_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cross_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cummax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_double_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_empty_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_exp2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_exp_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_expm1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_exponential_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_eye_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_fftshift_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_ihfftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_flipud_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_histc_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_igammac_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_index_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_index_fill_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_index_reduce_amax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_inner_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_isclose_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_isin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_isnan_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_lgamma_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_cholesky_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_cond_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_det_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_eigh_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_eigh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_householder_product_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_inv_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_inv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_ldl_factor_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_ldl_solve_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_lstsq_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_lu_solve_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_multi_dot_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_linalg_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_log1p_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_logsumexp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_long_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_mT_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_masked_amax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_masked_cumprod_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_masked_log_softmax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_masked_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_masked_scatter_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_masked_sum_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_min_reduction_no_dim_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_msort_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nansum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_narrow_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_ne_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_avg_pool2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_channel_shuffle_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_channel_shuffle_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_conv_transpose3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_dropout2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_l1_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_max_unpool1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_nonzero_static_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_outer_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_outer_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_permute_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_positive_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_rand_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_reshape_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_scatter_reduce_sum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_select_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_sigmoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_signal_windows_nuttall_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_sparse_sampled_addmm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_bessel_y1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_chebyshev_polynomial_t_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_i0e_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_scaled_modified_bessel_k0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_split_with_sizes_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_squeeze_cuda_float64, 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_tan_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_trace_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_mean_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_mean_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_vdot_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_zeros_like_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD___rsub___cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD__segment_reduce_offsets_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_add_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_addbmm_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_addmm_decomposed_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_allclose_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_amax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_arange_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_cholesky_inverse_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_chunk_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_column_stack_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_copysign_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_cummin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_cumulative_trapezoid_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_diagflat_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_diagonal_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_diff_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_dist_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_double_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_empty_strided_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_equal_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_fftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_fftshift_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_hfftn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_irfft_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fmin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_hstack_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_igammac_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_index_reduce_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_cross_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_eig_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_eigvals_cuda_float64, 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_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_ldl_solve_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_lu_factor_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_lu_factor_ex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_matrix_rank_hermitian_cuda_float64, 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_singular_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_pinv_singular_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_qr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_solve_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_svd_cuda_complex128, 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_tensorinv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_log2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logsumexp_cuda_complex128, 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_softmax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_min_reduction_with_dim_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_minimum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_multinomial_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_narrow_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_new_empty_strided_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_fractional_max_pool3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_interpolate_nearest_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_local_response_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_normalize_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pad_constant_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_rms_norm_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_ormqr_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_polar_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_polygamma_polygamma_n_1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_positive_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_quantile_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_remainder_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_resolve_neg_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_resolve_neg_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_scatter_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_scatter_reduce_amin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_signal_windows_kaiser_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sinh_cuda_complex128, 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_trace_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_trapezoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unbind_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unsqueeze_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_view_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_vsplit_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_zeros_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_abs_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_acosh_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_addr_cuda_complex128, 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_any_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_argmin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_argsort_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_as_strided_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_as_strided_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_as_strided_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_asinh_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_block_diag_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_bmm_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cat_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_clone_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_combinations_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_count_nonzero_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cross_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cumulative_trapezoid_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_empty_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_empty_permuted_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_empty_permuted_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_eq_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_eye_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ifftn_cuda_complex128, 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_float_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fmin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_geqrf_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_half_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_index_fill_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_index_select_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_isposinf_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_ldexp_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_lerp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_cholesky_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_inv_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_lu_solve_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_matrix_power_cuda_complex128, 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_norm_subgradients_at_zero_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_pinv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_solve_cuda_float64, 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_tensorinv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_tensorsolve_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logical_and_cuda_complex128, 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_logsumexp_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_amax_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_movedim_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_native_layer_norm_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_zeros_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_adaptive_avg_pool2d_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_batch_norm_cuda_float64, 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_dropout_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_huber_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_linear_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_logsigmoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_max_unpool2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_multilabel_soft_margin_loss_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_pixel_shuffle_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_polygamma_polygamma_n_3_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_repeat_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_resize_as__cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_resolve_conj_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_resolve_conj_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_resolve_neg_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_scatter_add_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_scatter_reduce_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_short_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sign_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_signal_windows_blackman_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_slice_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_slice_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_bessel_j0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_bessel_y1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_entr_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_ndtri_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_split_list_args_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_std_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_stft_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_tensordot_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_tile_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_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_transpose_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_transpose_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_tril_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_trunc_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_unflatten_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_unsafe_chunk_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_unsafe_split_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_view_as_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_zero__cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_zeros_like_cuda_complex128 2024-12-18T02:37:39.7756240Z 2024-12-18T02:37:39.7756561Z Running xpu/test_gemm 1/1 ... [2024-12-18 02:37:39.753189] 2024-12-18T02:37:39.7756933Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:37:39.7757819Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_gemm.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:37:39.753633] 2024-12-18T02:37:43.7252121Z 2024-12-18T02:37:43.7253334Z xpu/test_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_gemm_1.1_896b9030be5ef141_.log 2024-12-18T02:37:43.7254009Z Running 0 items in this shard: 2024-12-18T02:37:43.7254191Z 2024-12-18T02:37:43.7255291Z Running inductor/test_padding 1/1 ... [2024-12-18 02:37:43.725221] 2024-12-18T02:37:43.7255913Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:37:43.7260019Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_padding.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:37:43.725610] 2024-12-18T02:38:05.4328141Z 2024-12-18T02:38:05.4329076Z inductor/test_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_padding_1.1_6c8fa7eeb4be5e37_.log 2024-12-18T02:38:05.4339612Z Running 27 items in this shard: test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_BertForMaskedLM, test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_LinearAndSoftmax_both_shapes, test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_nobias_LinearAndSoftmax_both_shapes, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_longformer, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_longformer_small_bs, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_nvidia_deeprecommender, test/inductor/test_padding.py::PaddingTest::test_LinearAndSoftmax_codegen, test/inductor/test_padding.py::PaddingTest::test_attention, test/inductor/test_padding.py::PaddingTest::test_cat, test/inductor/test_padding.py::PaddingTest::test_conv, test/inductor/test_padding.py::PaddingTest::test_matmul, test/inductor/test_padding.py::PaddingTest::test_mm_padding_perf, test/inductor/test_padding.py::PaddingTest::test_nobias_LinearAndSoftmax_codegen, test/inductor/test_padding.py::PaddingTest::test_pad_3d_tensor, test/inductor/test_padding.py::PaddingTest::test_pad_channels_last, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape0_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape0_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape1_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape1_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape0_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape0_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape1_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape1_float32, test/inductor/test_padding.py::PaddingTest::test_pad_strides, test/inductor/test_padding.py::PaddingTest::test_pad_strides_skip, test/inductor/test_padding.py::PaddingTest::test_padmm, test/inductor/test_padding.py::PaddingTest::test_view 2024-12-18T02:38:05.4347797Z 2024-12-18T02:38:05.4348007Z Running dynamo/test_prim_hop_base 1/1 ... [2024-12-18 02:38:05.432217] 2024-12-18T02:38:05.4348416Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:38:05.4349349Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_prim_hop_base.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:38:05.432628] 2024-12-18T02:38:10.4560737Z 2024-12-18T02:38:10.4562035Z dynamo/test_prim_hop_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_prim_hop_base_1.1_8c143f199c513997_.log 2024-12-18T02:38:10.4566843Z Running 4 items in this shard: test/dynamo/test_prim_hop_base.py::PrimHOPBaseTest::test_aliasing_mutation_error, test/dynamo/test_prim_hop_base.py::PrimHOPBaseTest::test_aot_eager, test/dynamo/test_prim_hop_base.py::PrimHOPBaseTest::test_dynamo, test/dynamo/test_prim_hop_base.py::PrimHOPBaseTest::test_eager_call 2024-12-18T02:38:10.4568179Z 2024-12-18T02:38:10.4568441Z Running dynamo/test_activation_checkpointing 1/1 ... [2024-12-18 02:38:10.456090] 2024-12-18T02:38:10.4568887Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:38:10.4569886Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_activation_checkpointing.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:38:10.456465] 2024-12-18T02:38:40.8258057Z 2024-12-18T02:38:40.8259564Z 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_6988fdb3f7555284_.log 2024-12-18T02:38:40.8285330Z Running 30 items in this shard: test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_autocast_flash_attention, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_custom_rule, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_inplace_op, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_invalid_context, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_must_not_recompute_gemm, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_must_recompute, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_outplace_op, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_parametrization, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_partial_ctx_fn, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_random_op, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_compile_selective_checkpoint_tensor_subclass, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_distributed_utils_checkpoint_wrapper, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_dynamo_does_not_trace_getattr_as_top_frame, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_error_msg, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_fallback, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_kwargs, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_list_inputs, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_pattern_matcher, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_symints_location, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_decomps, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_dropout, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_function, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_function_via_global_checkpoint, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_function_with_kwargs, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_module, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_multiple_checkpoints, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_must_save_tensor_that_has_backward_hook, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_rand, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_recomputed_rand, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTests::test_tags_sequential_layers 2024-12-18T02:38:40.8307718Z 2024-12-18T02:38:40.8308027Z Running test_autograd_fallback 1/1 ... [2024-12-18 02:38:40.825573] 2024-12-18T02:38:40.8308635Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:38:40.8310069Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autograd_fallback.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:38:40.825931] 2024-12-18T02:38:45.0981626Z 2024-12-18T02:38:45.0982414Z test_autograd_fallback 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_fallback_1.1_daf836153ef841dd_.log 2024-12-18T02:38:45.0993235Z Running 28 items in this shard: test/test_autograd_fallback.py::TestAutogradFallback::test_autograd_function_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_autograd_function_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_base_does_not_require_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_base_does_not_require_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_composite_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_composite_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_cpu_return_self_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_cpu_return_self_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_autograd_function_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_autograd_function_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_on_tensor_that_does_not_require_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_on_tensor_that_does_not_require_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_inplace_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_inplace_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_leaf_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_leaf_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_mix_of_requires_grad_tensors_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_mix_of_requires_grad_tensors_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_supports_tensor_lists_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_supports_tensor_lists_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_grads_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_grads_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_inputs_outputs_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_inputs_outputs_mode_warn 2024-12-18T02:38:45.1003605Z 2024-12-18T02:38:45.1003809Z Running export/test_pass_infra 1/1 ... [2024-12-18 02:38:45.098248] 2024-12-18T02:38:45.1004227Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:38:45.1005174Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_pass_infra.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:38:45.098587] 2024-12-18T02:38:49.6713842Z 2024-12-18T02:38:49.6714819Z export/test_pass_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_pass_infra_1.1_e29d60a79a68248a_.log 2024-12-18T02:38:49.6716783Z Running 5 items in this shard: test/export/test_pass_infra.py::TestPassInfra::test_cond, test/export/test_pass_infra.py::TestPassInfra::test_export_pass_base, test/export/test_pass_infra.py::TestPassInfra::test_graph_signature_updated_after_transformation, test/export/test_pass_infra.py::TestPassInfra::test_node_name_stability, test/export/test_pass_infra.py::TestPassInfra::test_replace_hook_basic 2024-12-18T02:38:49.6718219Z 2024-12-18T02:38:49.6718391Z Running test_pruning_op 1/1 ... [2024-12-18 02:38:49.671294] 2024-12-18T02:38:49.6718770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:38:49.6720437Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:38:49.671726] 2024-12-18T02:38:54.0450413Z 2024-12-18T02:38:54.0451456Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_09cff6d403e5e417_.log 2024-12-18T02:38:54.0452883Z Running 2 items in this shard: test/test_pruning_op.py::PruningOpTest::test_rowwise_prune_op_32bit_indices, test/test_pruning_op.py::PruningOpTest::test_rowwise_prune_op_64bit_indices 2024-12-18T02:38:54.0453588Z 2024-12-18T02:38:54.0454155Z Running dynamo/test_exc 1/1 ... [2024-12-18 02:38:54.044949] 2024-12-18T02:38:54.0454763Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:38:54.0456724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exc.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:38:54.045322] 2024-12-18T02:38:58.6690634Z 2024-12-18T02:38:58.6691769Z dynamo/test_exc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exc_1.1_79962ec3b34b0801_.log 2024-12-18T02:38:58.6694838Z Running 10 items in this shard: test/dynamo/test_exc.py::ExcTests::test_backend_suppress_line, test/dynamo/test_exc.py::ExcTests::test_graph_break_log, test/dynamo/test_exc.py::ExcTests::test_graph_break_log_generic_jump, test/dynamo/test_exc.py::ExcTests::test_internal_error_no_suppress, test/dynamo/test_exc.py::ExcTests::test_internal_error_suppress_errors, test/dynamo/test_exc.py::ExcTests::test_not_implemented_error, test/dynamo/test_exc.py::ExcTests::test_trigger_bisect_on_error, test/dynamo/test_exc.py::ExcTests::test_trigger_on_error, test/dynamo/test_exc.py::ExcTests::test_unsupported_error, test/dynamo/test_exc.py::ExcTests::test_unsupported_real_stack 2024-12-18T02:38:58.6697671Z 2024-12-18T02:38:58.6697897Z Running dynamo/test_debug_utils 1/1 ... [2024-12-18 02:38:58.669099] 2024-12-18T02:38:58.6698306Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:38:58.6699422Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:38:58.669495] 2024-12-18T02:39:03.3930838Z 2024-12-18T02:39:03.3931985Z 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_75294e4e46c7708c_.log 2024-12-18T02:39:03.3933493Z Running 3 items in this shard: test/dynamo/test_debug_utils.py::TestDebugUtils::test_aot_graph_parser, test/dynamo/test_debug_utils.py::TestDebugUtils::test_cast_model_to_fp64_dtype_args, test/dynamo/test_debug_utils.py::TestDebugUtils::test_sym_aot_graph_parser 2024-12-18T02:39:03.3934487Z 2024-12-18T02:39:03.3937461Z Running export/test_lift_unlift 1/1 ... [2024-12-18 02:39:03.393450] 2024-12-18T02:39:03.3938024Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:39:03.3941635Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:39:03.393814] 2024-12-18T02:39:07.4155276Z 2024-12-18T02:39:07.4156364Z 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_86dabacc39c1ac6e_.log 2024-12-18T02:39:07.4158277Z 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 2024-12-18T02:39:07.4159756Z 2024-12-18T02:39:07.4159941Z Running test_matmul_cuda 1/1 ... [2024-12-18 02:39:07.415525] 2024-12-18T02:39:07.4160317Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:39:07.4162326Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_matmul_cuda.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:39:07.415876] 2024-12-18T02:40:31.9726340Z 2024-12-18T02:40:31.9727685Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_308520fe8c1a7109_.log 2024-12-18T02:40:31.9748285Z Running 55 items in this shard: test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_alignment_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_size_10000_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_size_10000_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_size_1000_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_size_1000_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_size_100_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_reduced_precision_size_100_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_10000_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_10000_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_10000_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_1000_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_1000_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_1000_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_100_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_100_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_addmm_size_100_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_1_10000_10000_10000_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_1_10000_10000_10000_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_1_10000_10000_10000_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_1_10000_1000_10000_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_1_10000_1000_10000_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_1_10000_1000_10000_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_2_1000_1000_1000_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_2_1000_1000_1000_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_2_1000_1000_1000_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_2_100_100_100_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_2_100_100_100_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_cublas_baddbmm_large_input_2_100_100_100_cuda_float32, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_error_message_fp8_pre_sm89_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float32_output_errors_with_bias_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_basics_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_bias_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_bias_relu_edgecase_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_error_messages_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_rowwise_scaling_sanity_use_fast_accum_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_rowwise_scaling_sanity_use_fast_accum_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_scale_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_float8_scale_fast_accum_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_non_divisible_leading_dim_bias_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_non_divisible_leading_dim_bias_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_scaled_mm_change_stride_bfloat16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_scaled_mm_change_stride_float16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_scaled_mm_change_stride_float32_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_scaled_mm_vs_emulated_bfloat16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_scaled_mm_vs_emulated_float16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_scaled_mm_vs_emulated_float32_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_scaled_mm_vs_emulated_row_wise_bfloat16_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_zero_dim_tensorwise_which_dim_zero_0_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_zero_dim_tensorwise_which_dim_zero_0_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_zero_dim_tensorwise_which_dim_zero_1_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_zero_dim_tensorwise_which_dim_zero_1_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_zero_dim_tensorwise_which_dim_zero_2_use_torch_compile_False_cuda, test/test_matmul_cuda.py::TestFP8MatmulCudaCUDA::test_zero_dim_tensorwise_which_dim_zero_2_use_torch_compile_True_cuda, test/test_matmul_cuda.py::TestMixedDtypesLinearCudaCUDA::test_mixed_dtypes_linear_cuda_bfloat16, test/test_matmul_cuda.py::TestMixedDtypesLinearCudaCUDA::test_mixed_dtypes_linear_cuda_float16 2024-12-18T02:40:31.9766874Z 2024-12-18T02:40:31.9767054Z Running test_spectral_ops 1/1 ... [2024-12-18 02:40:31.972596] 2024-12-18T02:40:31.9767444Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:40:31.9768435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_spectral_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:40:31.972958] 2024-12-18T02:40:57.9793241Z 2024-12-18T02:40:57.9794283Z test_spectral_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_spectral_ops_1.1_c644eea2e2c0bffb_.log 2024-12-18T02:40:57.9895865Z Running 346 items in this shard: test/test_spectral_ops.py::TestFFTCUDA::test_batch_istft_cuda, test/test_spectral_ops.py::TestFFTCUDA::test_complex_istft_real_equiv_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_complex_stft_definition_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_complex_stft_onesided_cuda, test/test_spectral_ops.py::TestFFTCUDA::test_complex_stft_real_equiv_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_complex_stft_roundtrip_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_complex_stft_roundtrip_cuda_float64, test/test_spectral_ops.py::TestFFTCUDA::test_cufft_context_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_cufft_context_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_cufft_plan_cache_cuda_float64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft2_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft2_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fftn_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_fftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft2_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft2_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfftn_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_hfftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft2_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft2_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifftn_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ifftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ihfft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ihfft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ihfft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ihfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ihfftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_ihfftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft2_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft2_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfftn_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_irfftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_rfft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_rfft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_rfft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_rfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_rfftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft__refs_fft_rfftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft2_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft2_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fftn_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_fftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft2_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft2_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfftn_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_hfftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft2_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft2_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifftn_cuda_complex32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ifftn_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ihfft2_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ihfft2_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ihfft_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ihfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ihfftn_cuda_float16, test/test_spectral_ops.py::TestFFTCUDA::test_empty_fft_fft_ihfftn_cuda_float32, 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test/test_spectral_ops.py::TestFFTCUDA::test_istft_throws_cuda, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_fft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_fft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_hfft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_hfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_ifft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_ifft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_ihfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_irfft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_irfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d__refs_fft_rfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_fft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_fft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_hfft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_hfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_ifft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_ifft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_ihfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_irfft_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_irfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_1d_fft_rfft_cuda_float32, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_fftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_fftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_hfftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_hfftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_ifftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_ifftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_irfftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd__refs_fft_irfftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_fftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_fftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_hfftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_hfftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_ifftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_ifftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_irfftn_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_reference_nd_fft_irfftn_cuda_complex64, test/test_spectral_ops.py::TestFFTCUDA::test_stft_cuda_float64, test/test_spectral_ops.py::TestFFTCUDA::test_stft_requires_complex_cuda, test/test_spectral_ops.py::TestFFTCUDA::test_stft_requires_window_cuda, test/test_spectral_ops.py::TestFFTCUDA::test_stft_roundtrip_complex_window_cuda_complex128, test/test_spectral_ops.py::TestFFTCUDA::test_stft_roundtrip_complex_window_cuda_float64, test/test_spectral_ops.py::TestFFTCUDA::test_stft_window_device_cuda 2024-12-18T02:40:57.9993103Z 2024-12-18T02:40:57.9993305Z Running test_transformers 1/1 ... [2024-12-18 02:40:57.980196] 2024-12-18T02:40:57.9993741Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:40:57.9994865Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:40:57.980655] 2024-12-18T02:48:34.4835612Z 2024-12-18T02:48:34.4839107Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_f8d5823536dbd099_.log 2024-12-18T02:48:35.4344661Z Running 12375 items in this shard: test/test_transformers.py::TestSDPAPrivateUse1Only::test_fused_sdp_choice_privateuseone, test/test_transformers.py::TestSDPAPrivateUse1Only::test_scaled_dot_product_fused_attention_overrideable, test/test_transformers.py::TestSDPAPrivateUse1Only::test_scaled_dot_product_fused_attention_overrideable_backward, 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, 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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, 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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, 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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, 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test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cpu_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_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_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_fail_d128_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_nonmodulo64seqlen_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_preserves_query_layout_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_trivial_output_transpose_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel2_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel2_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_query_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_nested_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contig_mask_bug_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_backwards_determinism_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_2_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_3_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_4_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_singelton_head_dim_stride_ne_1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_and_mask_fails_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda 2024-12-18T02:48:36.3216047Z 2024-12-18T02:48:36.3216278Z Running test_compile_benchmark_util 1/1 ... [2024-12-18 02:48:34.526119] 2024-12-18T02:48:36.3216706Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:48:36.3217673Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_compile_benchmark_util.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:48:34.526535] 2024-12-18T02:48:38.3980064Z 2024-12-18T02:48:38.3980968Z test_compile_benchmark_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_compile_benchmark_util_1.1_980c850a7365927d_.log 2024-12-18T02:48:38.3982336Z Running 1 items in this shard: test/test_compile_benchmark_util.py::TestCompileBenchmarkUtil::test_training_and_inference 2024-12-18T02:48:38.3982999Z 2024-12-18T02:48:38.3983382Z Running torch_np/numpy_tests/core/test_scalarinherit 1/1 ... [2024-12-18 02:48:38.398031] 2024-12-18T02:48:38.3983914Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:48:38.3987516Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalarinherit.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:48:38.398410] 2024-12-18T02:48:42.2698176Z 2024-12-18T02:48:42.2700125Z torch_np/numpy_tests/core/test_scalarinherit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalarinherit_1.1_8bcba3dea436d159_.log 2024-12-18T02:48:42.2702889Z Running 3 items in this shard: test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_gh_15395, test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_init, test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_init2 2024-12-18T02:48:42.2704557Z 2024-12-18T02:48:42.2704835Z Running test_openmp 1/1 ... [2024-12-18 02:48:42.269829] 2024-12-18T02:48:42.2705468Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:48:42.2706819Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_openmp.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:48:42.270303] 2024-12-18T02:48:49.5974940Z 2024-12-18T02:48:49.5975936Z test_openmp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_openmp_1.1_a155cf287446dbbb_.log 2024-12-18T02:48:49.5976977Z Running 2 items in this shard: test/test_openmp.py::TestOpenMP_ParallelFor::test_n_threads, test/test_openmp.py::TestOpenMP_ParallelFor::test_one_thread 2024-12-18T02:48:49.5977915Z 2024-12-18T02:48:49.5978233Z Running profiler/test_profiler 1/1 ... [2024-12-18 02:48:49.597516] 2024-12-18T02:48:49.5978861Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:48:49.5982734Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:48:49.597894] 2024-12-18T02:49:24.7254866Z 2024-12-18T02:49:24.7256550Z profiler/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_1.1_0d754a9c4d6ec858_.log 2024-12-18T02:49:24.7295830Z Running 74 items in this shard: test/profiler/test_profiler.py::TestProfilerCUDA::test_cudagraph_profiling_workaround, test/profiler/test_profiler.py::TestProfilerCUDA::test_custom_module_input_op_ids, test/profiler/test_profiler.py::TestProfilerCUDA::test_mem_leak, test/profiler/test_profiler.py::TestProfilerITT::test_custom_module_input_op_ids, test/profiler/test_profiler.py::TestProfiler::test_basic_chrome_trace, test/profiler/test_profiler.py::TestProfiler::test_concrete_inputs_profiling, test/profiler/test_profiler.py::TestProfiler::test_concrete_inputs_profiling_toggling, test/profiler/test_profiler.py::TestProfiler::test_cpu_annotation_overlap, test/profiler/test_profiler.py::TestProfiler::test_dynamic_toggle, test/profiler/test_profiler.py::TestProfiler::test_event_list, test/profiler/test_profiler.py::TestProfiler::test_export_stacks, test/profiler/test_profiler.py::TestProfiler::test_flops, test/profiler/test_profiler.py::TestProfiler::test_forked_process, test/profiler/test_profiler.py::TestProfiler::test_guarded_record_function_fast, test/profiler/test_profiler.py::TestProfiler::test_high_level_trace, test/profiler/test_profiler.py::TestProfiler::test_is_profiler_enabled, test/profiler/test_profiler.py::TestProfiler::test_kineto, test/profiler/test_profiler.py::TestProfiler::test_kineto_multigpu, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_api, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_multiple_steppers, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_with_environment_variable, test/profiler/test_profiler.py::TestProfiler::test_lazy_build_tree, test/profiler/test_profiler.py::TestProfiler::test_memory_profiler, test/profiler/test_profiler.py::TestProfiler::test_module_hierarchy, test/profiler/test_profiler.py::TestProfiler::test_nested_tensor_with_shapes, test/profiler/test_profiler.py::TestProfiler::test_oom_tracing, test/profiler/test_profiler.py::TestProfiler::test_profiler_correlation_id, test/profiler/test_profiler.py::TestProfiler::test_profiler_cuda_sync_events, test/profiler/test_profiler.py::TestProfiler::test_profiler_disable_fwd_bwd_link, test/profiler/test_profiler.py::TestProfiler::test_profiler_fwd_bwd_link, test/profiler/test_profiler.py::TestProfiler::test_profiler_metadata, test/profiler/test_profiler.py::TestProfiler::test_profiler_op_event_args, test/profiler/test_profiler.py::TestProfiler::test_profiler_op_event_kwargs, test/profiler/test_profiler.py::TestProfiler::test_profiler_strides, test/profiler/test_profiler.py::TestProfiler::test_profiler_time_scale, test/profiler/test_profiler.py::TestProfiler::test_profiler_tracing, test/profiler/test_profiler.py::TestProfiler::test_profiler_type, test/profiler/test_profiler.py::TestProfiler::test_record_function_fast, test/profiler/test_profiler.py::TestProfiler::test_schedule_function_count, test/profiler/test_profiler.py::TestProfiler::test_skip_first_wait, test/profiler/test_profiler.py::TestProfiler::test_source, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_basic_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_basic_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_close_in_scope_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_close_in_scope_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_complex_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_complex_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_multiple_preexisting_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_multiple_preexisting_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_open_in_scope_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_open_in_scope_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_tensorboard_trace_handler, test/profiler/test_profiler.py::TestProfiler::test_user_annotation, test/profiler/test_profiler.py::TestExperimentalUtils::test_bfs, test/profiler/test_profiler.py::TestExperimentalUtils::test_dfs, test/profiler/test_profiler.py::TestExperimentalUtils::test_fuzz_symbolize, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_conv2d_bias_followed_by_batchnorm2d_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_extra_cuda_copy_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_extra_cuda_copy_pattern_benchmark, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_for_loop_indexing_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_fp32_matmul_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_grad_not_set_to_none_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_matmul_dim_fp16_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_name_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_optimizer_single_tensor_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_pattern_match_helper, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_pattern_matcher_json_report, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_synchronized_dataloader_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_idle_time, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_queue_depth, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_queue_depth_when_no_cuda_events, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_self_time, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_get_optimizable_events, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_intervals_overlap 2024-12-18T02:49:24.7318029Z 2024-12-18T02:49:24.7318280Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2024-12-18 02:49:24.725307] 2024-12-18T02:49:24.7318739Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:49:24.7319945Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:49:24.725746] 2024-12-18T02:49:33.1043530Z 2024-12-18T02:49:33.1044496Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_70c5e3e32bf7bb1c_.log 2024-12-18T02:49:33.1127201Z Running 273 items in this shard: test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_copies, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_negative_resize, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_repeats, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_reshape_from_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_zeroresize, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_choose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_clip, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_compress, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_count_nonzero, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_cumproduct, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_diagonal, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_accuracy, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype3, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype4, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype5, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype6, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype7, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-10, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-9, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_mean, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_prod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ptp, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ravel, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_repeat, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_reshape, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_py_consistency, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_searchsorted, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_size, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_squeeze, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_std, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_sum, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_swapaxes, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_take, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_trace, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_transpose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_var, test/torch_np/numpy_tests/core/test_numeric.py::TestIsscalar::test_isscalar, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_logical, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_all_any, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_and_or_xor, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_not_abs, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_double, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_default, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_divide_err, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_errobj, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_set, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_warnings, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_values, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_promote_types_endian, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_result_type, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_tesult_type_2, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_5, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_9, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_empty_result, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_failed_itemsetting, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_lengths, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_too_few_items, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_types, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_values, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_?, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_B, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_b, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_h, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_i, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_l, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_list, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_axis_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_keepdims, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_twodim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean_edgecase, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_large_neg_int64, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_neg_width_boundaries, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_sufficient_width, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base3, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base_range, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equiv, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_none_compares_elementwise, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_array_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_func_takes_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_array, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_non_contig, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_property, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_scalar_nan_propagation_arr0_amin0_amax0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin2_amax2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax1, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax_0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_outint32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_memory_overlap, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_transposed, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_noncontig_inplace, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_D, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_F, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_e, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_?, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_B, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_b, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_d, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_f, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_h, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_i, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_l, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting_unsafe, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_inout, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_nonnative, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_03, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_04, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_05, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_06, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_07, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_08, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_09, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_10, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_11, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_12, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_equalnan, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_not_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_min_int, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_all_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_none_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_non_finite_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_scalar_return, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof1, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof2, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_out_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_for_reference_leak, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_full, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_ones, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_zeros, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_empty_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_filled_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_ones_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_zeros_like, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_zero_size, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_numpy_doc_examples, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_object, test/torch_np/numpy_tests/core/test_numeric.py::TestDtypePositional::test_dtype_positional, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_2D, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_list, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_0, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_1, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_2, test/torch_np/numpy_tests/core/test_numeric.py::TestStringFunction::test_set_string_function, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll1d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll2d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_exceptions, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_results, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_errors, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_multiples, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_new_position, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_to_end, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_preserve_order, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x2, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_3x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting_shapes, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_uint8_int32_mixed_dtypes, test/torch_np/numpy_tests/core/test_numeric.py::TestOuterMisc::test_outer_out_param, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_scalar_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_single_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_C_and_F_simul, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_non_array_input, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_require_each, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_unknown_requirement, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_error_kwargs, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_in_args, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_single_arg, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_number_of_arguments, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_shape_mismatch_error_message, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension_einsum, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimensional 2024-12-18T02:49:33.1207775Z 2024-12-18T02:49:33.1207973Z Running test_per_overload_api 1/1 ... [2024-12-18 02:49:33.104837] 2024-12-18T02:49:33.1208374Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:49:33.1209295Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:49:33.105206] 2024-12-18T02:49:37.2270170Z 2024-12-18T02:49:37.2270983Z 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_5b8b138e5e91aab0_.log 2024-12-18T02:49:37.2272680Z 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 2024-12-18T02:49:37.2273636Z 2024-12-18T02:49:37.2273841Z Running test_numpy_interop 1/1 ... [2024-12-18 02:49:37.226992] 2024-12-18T02:49:37.2274233Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:49:37.2277002Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numpy_interop.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:49:37.227356] 2024-12-18T02:49:41.7498913Z 2024-12-18T02:49:41.7499887Z test_numpy_interop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numpy_interop_1.1_37c8c8e823146941_.log 2024-12-18T02:49:41.7513901Z Running 41 items in this shard: test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_bool, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_complex128, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_complex64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_float16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_float32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_float64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_uint8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_ctor_with_invalid_numpy_array_sequence_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_ctor_with_numpy_scalar_ctor_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_empty_tensors_interop_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_from_list_of_ndarray_warning_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_from_numpy_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_from_numpy_no_leak_on_invalid_dtype_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_has_storage_numpy_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_multiplication_numpy_scalar_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_array_interface_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_index_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_index_multi_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_non_writeable_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_bfloat16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_bool, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_complex128, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_complex64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_float16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_float32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_float64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_uint8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_unresizable_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_parse_numpy_int_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_parse_numpy_int_overflow_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_to_numpy_bool_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_to_numpy_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_to_numpy_force_argument_cuda 2024-12-18T02:49:41.7526869Z 2024-12-18T02:49:41.7527098Z Running nn/test_multihead_attention 1/1 ... [2024-12-18 02:49:41.749845] 2024-12-18T02:49:41.7527581Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:49:41.7528640Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_multihead_attention.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:49:41.750237] 2024-12-18T02:49:55.4378126Z 2024-12-18T02:49:55.4379276Z nn/test_multihead_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_multihead_attention_1.1_26d9c67bbad9bd11_.log 2024-12-18T02:49:55.4389939Z Running 19 items in this shard: test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_False, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_True, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_3d_attn_mask, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_fast_path_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_nested_tensor_outside_fast_path, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_no_bias, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_fast_path_query_and_bias_have_different_dtypes_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_fast_path_small_test_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_in_proj_bias_none_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_in_proj_weight_none_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_self_attn_two_masks_fast_path_cuda, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_self_attn_two_masks_fast_path_mock_cuda 2024-12-18T02:49:55.4399743Z 2024-12-18T02:49:55.4399958Z Running functorch/test_logging 1/1 ... [2024-12-18 02:49:55.437803] 2024-12-18T02:49:55.4400415Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:49:55.4401449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_logging.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:49:55.438176] 2024-12-18T02:49:59.6102183Z 2024-12-18T02:49:59.6102975Z functorch/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_logging_1.1_287746a531aed252_.log 2024-12-18T02:49:59.6103901Z Running 1 items in this shard: test/functorch/test_logging.py::TestAOTLogging::test_logging 2024-12-18T02:49:59.6104337Z 2024-12-18T02:49:59.6105248Z Running test_native_functions 1/1 ... [2024-12-18 02:49:59.610248] 2024-12-18T02:49:59.6105652Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:49:59.6109822Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_native_functions.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:49:59.610619] 2024-12-18T02:50:03.8327293Z 2024-12-18T02:50:03.8328526Z test_native_functions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_native_functions_1.1_2dd3651bfb6cac0d_.log 2024-12-18T02:50:03.8333292Z 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 2024-12-18T02:50:03.8337041Z 2024-12-18T02:50:03.8337282Z Running functorch/test_control_flow 1/1 ... [2024-12-18 02:50:03.832709] 2024-12-18T02:50:03.8337908Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:50:03.8339030Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_control_flow.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:50:03.833049] 2024-12-18T02:59:18.0737683Z 2024-12-18T02:59:18.0738821Z 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_53f55cb893654a58_.log 2024-12-18T02:59:18.1165343Z Running 830 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_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_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_RNN, test/functorch/test_control_flow.py::TestControlFlow::test_scan_associative_scan, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_cnt_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_cnt_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_cnt_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_cnt_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_False_compile_mode_eager_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_False_compile_mode_eager_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_False_compile_mode_none_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_False_compile_mode_none_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_True_compile_mode_eager_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_True_compile_mode_eager_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_True_compile_mode_none_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_True_compile_mode_none_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_complex_pytree_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_complex_pytree_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_complex_pytree_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_complex_pytree_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dim_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dim_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dim_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dim_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_matmul_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cpu_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cpu_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cpu_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cpu_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cpu_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cuda_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cuda_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cuda_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cuda_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cuda_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cpu_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cpu_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cpu_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cpu_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cpu_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cuda_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cuda_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cuda_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cuda_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_none_cuda_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cpu_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cpu_float16, 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_init_non_tensor_compile_mode_eager, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_non_tensor_compile_mode_none, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_scanned_0_compile_mode_eager, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_scanned_0_compile_mode_none, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_compile_mode_eager, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_compile_mode_none, 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_shape_compile_mode_eager, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_shape_compile_mode_none, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_cuda, 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_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_cuda, 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, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_none_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_none_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_none_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_eager_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_eager_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_eager_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_eager_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_none_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_none_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_none_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_none_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_combine_mode_generic_reverse_True_cuda, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_eager_reverse_True_cpu, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_compile_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_eager_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_eager_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_eager_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_eager_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_shape_failure, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cpu, 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, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, 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, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_eager_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_failure, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_map_in_combine_fn, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_nested, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_dynamic_shape_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_dynamic_shape_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_eager_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_eager_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_none_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_none_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_dynamic_shape_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_dynamic_shape_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_eager_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_eager_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_none_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_none_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_sparse_tensor, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, 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_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_brancte, 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_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_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, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_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_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_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_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_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_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_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_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_nested_with_linear, 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_linear, 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_nested_with_linear, 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_linear, 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_nested_with_linear, 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_linear, 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_nested_with_linear, 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_linear, 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_mismatch_in_meta, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_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::TestHopSchema::test_cond_eager_run_with_item, 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_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 2024-12-18T02:59:18.1681875Z 2024-12-18T02:59:18.1682126Z Running test_unary_ufuncs 1/1 ... [2024-12-18 02:59:18.075845] 2024-12-18T02:59:18.1682723Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T02:59:18.1683983Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_unary_ufuncs.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 02:59:18.076284] 2024-12-18T03:07:38.9238636Z 2024-12-18T03:07:38.9239557Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_54ddc345dbd807aa_.log 2024-12-18T03:07:39.8290788Z Running 25072 items in this shard: test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_big_number_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_complex_edge_values_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_3_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_slow_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_assert_raises_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_bfloat16_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_unary_out_op_mem_overlap_cuda_float64 2024-12-18T03:07:40.7005138Z 2024-12-18T03:07:40.7005362Z Running optim/test_lrscheduler 1/1 ... [2024-12-18 03:07:38.967402] 2024-12-18T03:07:40.7005770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:07:40.7006714Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_lrscheduler.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 03:07:38.967908] 2024-12-18T03:07:42.7390407Z 2024-12-18T03:07:42.7391733Z optim/test_lrscheduler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_lrscheduler_1.1_7663cb327e0055fa_.log 2024-12-18T03:07:42.7392352Z 2024-12-18T03:07:43.4216212Z Running test batch 'tests to run' cost 9642.35 seconds 2024-12-18T03:07:44.1584536Z 2024-12-18T03:07:44.1584766Z real 160m47.851s 2024-12-18T03:07:44.1585091Z user 155m30.944s 2024-12-18T03:07:44.1585327Z sys 15m56.127s 2024-12-18T03:07:44.1585587Z + assert_git_not_dirty 2024-12-18T03:07:44.1585954Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *rocm* ]] 2024-12-18T03:07:44.1586433Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *xla* ]] 2024-12-18T03:07:44.1593186Z ++ git status --porcelain 2024-12-18T03:07:44.1593860Z ++ grep -v '?? third_party' 2024-12-18T03:07:46.7738071Z ++ true 2024-12-18T03:07:46.7738367Z + git_status= 2024-12-18T03:07:46.7739059Z + [[ -n '' ]] 2024-12-18T03:07:46.7743321Z + test_aten 2024-12-18T03:07:46.7743679Z + echo 'Running ATen tests with pytorch lib' 2024-12-18T03:07:46.7744092Z Running ATen tests with pytorch lib 2024-12-18T03:07:46.7744387Z + [[ -n '' ]] 2024-12-18T03:07:46.7744636Z + echo 'Running test with the build folder' 2024-12-18T03:07:46.7744958Z Running test with the build folder 2024-12-18T03:07:46.7745241Z + TEST_BASE_DIR=build/bin 2024-12-18T03:07:46.7746370Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10_cuda.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10d_cuda_test.so build/bin 2024-12-18T03:07:46.7760178Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libcaffe2_nvrtc.so build/bin 2024-12-18T03:07:46.7774642Z + ln -sf '/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libmkldnn*' build/bin 2024-12-18T03:07:46.7788088Z + ln -sf '/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libnccl*' build/bin 2024-12-18T03:07:46.7803881Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_cpu.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_cuda.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_cuda_linalg.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_global_deps.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_python.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorchbind_test.so build/bin 2024-12-18T03:07:46.7817483Z + ls build/bin 2024-12-18T03:07:46.7840951Z BackoffTest 2024-12-18T03:07:46.7841336Z CppSignature_test 2024-12-18T03:07:46.7841643Z Dict_test 2024-12-18T03:07:46.7841936Z Dimname_test 2024-12-18T03:07:46.7842232Z FileStoreTest 2024-12-18T03:07:46.7842548Z HashStoreTest 2024-12-18T03:07:46.7842917Z IListRef_test 2024-12-18T03:07:46.7843145Z KernelFunction_test 2024-12-18T03:07:46.7843386Z List_test 2024-12-18T03:07:46.7843605Z MaybeOwned_test 2024-12-18T03:07:46.7843938Z NamedTensor_test 2024-12-18T03:07:46.7844272Z ProcessGroupGlooAsyncTest 2024-12-18T03:07:46.7844616Z ProcessGroupGlooTest 2024-12-18T03:07:46.7844953Z ProcessGroupMPITest 2024-12-18T03:07:46.7845209Z ProcessGroupNCCLErrorsTest 2024-12-18T03:07:46.7845487Z ProcessGroupNCCLTest 2024-12-18T03:07:46.7845921Z StorageUtils_test 2024-12-18T03:07:46.7846160Z TCPStoreTest 2024-12-18T03:07:46.7846506Z aot_model_compiler_test 2024-12-18T03:07:46.7846838Z apply_utils_test 2024-12-18T03:07:46.7847058Z atest 2024-12-18T03:07:46.7847264Z backend_fallback_test 2024-12-18T03:07:46.7847539Z basic 2024-12-18T03:07:46.7847807Z broadcast_test 2024-12-18T03:07:46.7848111Z c10_ArrayRef_test 2024-12-18T03:07:46.7848339Z c10_Bitset_test 2024-12-18T03:07:46.7848661Z c10_CompileTimeFunctionPointer_test 2024-12-18T03:07:46.7848968Z c10_ConstexprCrc_test 2024-12-18T03:07:46.7849223Z c10_DeadlockDetection_test 2024-12-18T03:07:46.7849486Z c10_DeviceGuard_test 2024-12-18T03:07:46.7849823Z c10_Device_test 2024-12-18T03:07:46.7850072Z c10_DispatchKeySet_test 2024-12-18T03:07:46.7850336Z c10_Half_test 2024-12-18T03:07:46.7850579Z c10_InlineDeviceGuard_test 2024-12-18T03:07:46.7850864Z c10_InlineStreamGuard_test 2024-12-18T03:07:46.7851144Z c10_LeftRight_test 2024-12-18T03:07:46.7851396Z c10_Metaprogramming_test 2024-12-18T03:07:46.7851662Z c10_NetworkFlow_test 2024-12-18T03:07:46.7851899Z c10_Scalar_test 2024-12-18T03:07:46.7852132Z c10_SizesAndStrides_test 2024-12-18T03:07:46.7852389Z c10_StreamGuard_test 2024-12-18T03:07:46.7852622Z c10_SymInt_test 2024-12-18T03:07:46.7852850Z c10_Synchronized_test 2024-12-18T03:07:46.7853089Z c10_ThreadLocal_test 2024-12-18T03:07:46.7853319Z c10_TypeIndex_test 2024-12-18T03:07:46.7853548Z c10_TypeList_test 2024-12-18T03:07:46.7853774Z c10_TypeTraits_test 2024-12-18T03:07:46.7854008Z c10_accumulate_test 2024-12-18T03:07:46.7854233Z c10_bfloat16_test 2024-12-18T03:07:46.7854458Z c10_bit_cast_test 2024-12-18T03:07:46.7854706Z c10_complex_math_test 2024-12-18T03:07:46.7854974Z c10_complex_test 2024-12-18T03:07:46.7855193Z c10_cow_test 2024-12-18T03:07:46.7855426Z c10_cuda_CUDAAssertionsTest_1_var_test 2024-12-18T03:07:46.7855756Z c10_cuda_CUDAAssertionsTest_catches_stream 2024-12-18T03:07:46.7856158Z c10_cuda_CUDAAssertionsTest_catches_thread_and_block_and_device 2024-12-18T03:07:46.7856580Z c10_cuda_CUDAAssertionsTest_from_2_processes 2024-12-18T03:07:46.7857005Z c10_cuda_CUDAAssertionsTest_multiple_writes_from_blocks_and_threads 2024-12-18T03:07:46.7857496Z c10_cuda_CUDAAssertionsTest_multiple_writes_from_multiple_blocks 2024-12-18T03:07:46.7857956Z c10_cuda_CUDAAssertionsTest_multiple_writes_from_same_block 2024-12-18T03:07:46.7858312Z c10_cuda_CUDATest 2024-12-18T03:07:46.7858539Z c10_error_test 2024-12-18T03:07:46.7858760Z c10_exception_test 2024-12-18T03:07:46.7858981Z c10_flags_test 2024-12-18T03:07:46.7859202Z c10_generic_math_test 2024-12-18T03:07:46.7859449Z c10_intrusive_ptr_benchmark 2024-12-18T03:07:46.7859718Z c10_intrusive_ptr_test 2024-12-18T03:07:46.7859958Z c10_irange_test 2024-12-18T03:07:46.7860171Z c10_lazy_test 2024-12-18T03:07:46.7860391Z c10_logging_test 2024-12-18T03:07:46.7860613Z c10_optional_test 2024-12-18T03:07:46.7860859Z c10_ordered_preserving_dict_test 2024-12-18T03:07:46.7861133Z c10_registry_test 2024-12-18T03:07:46.7861362Z c10_small_vector_test 2024-12-18T03:07:46.7861600Z c10_ssize_test 2024-12-18T03:07:46.7861826Z c10_string_util_test 2024-12-18T03:07:46.7862064Z c10_string_view_test 2024-12-18T03:07:46.7862292Z c10_tempfile_test 2024-12-18T03:07:46.7862515Z c10_typeid_test 2024-12-18T03:07:46.7862742Z cpu_allocator_test 2024-12-18T03:07:46.7862972Z cpu_generator_test 2024-12-18T03:07:46.7863213Z cpu_profiling_allocator_test 2024-12-18T03:07:46.7863474Z cpu_rng_test 2024-12-18T03:07:46.7863716Z cuda_allocatorTraceTracker_test 2024-12-18T03:07:46.7864003Z cuda_allocator_test 2024-12-18T03:07:46.7864238Z cuda_apply_test 2024-12-18T03:07:46.7864470Z cuda_atomic_ops_test 2024-12-18T03:07:46.7864766Z cuda_caching_host_allocator_test 2024-12-18T03:07:46.7865049Z cuda_complex_math_test 2024-12-18T03:07:46.7865290Z cuda_complex_test 2024-12-18T03:07:46.7865514Z cuda_cub_test 2024-12-18T03:07:46.7865734Z cuda_cudnn_test 2024-12-18T03:07:46.7865950Z cuda_device_test 2024-12-18T03:07:46.7866183Z cuda_distributions_test 2024-12-18T03:07:46.7866494Z cuda_dlconvertor_test 2024-12-18T03:07:46.7866736Z cuda_generator_test 2024-12-18T03:07:46.7867028Z cuda_half_test 2024-12-18T03:07:46.7867380Z cuda_integer_divider_test 2024-12-18T03:07:46.7867743Z cuda_optional_test 2024-12-18T03:07:46.7868030Z cuda_packedtensoraccessor_test 2024-12-18T03:07:46.7868319Z cuda_reportMemoryUsage_test 2024-12-18T03:07:46.7868579Z cuda_stream_test 2024-12-18T03:07:46.7868806Z cuda_vectorized_test 2024-12-18T03:07:46.7869050Z dispatch_key_set_test 2024-12-18T03:07:46.7869290Z dlconvertor_test 2024-12-18T03:07:46.7869517Z example_allreduce 2024-12-18T03:07:46.7869746Z extension_backend_test 2024-12-18T03:07:46.7870043Z half_test 2024-12-18T03:07:46.7870256Z inline_container_test 2024-12-18T03:07:46.7870492Z ivalue_test 2024-12-18T03:07:46.7870708Z kernel_function_legacy_test 2024-12-18T03:07:46.7870970Z kernel_function_test 2024-12-18T03:07:46.7871216Z kernel_lambda_legacy_test 2024-12-18T03:07:46.7871510Z kernel_lambda_test 2024-12-18T03:07:46.7871838Z kernel_stackbased_test 2024-12-18T03:07:46.7872138Z lazy_tensor_test 2024-12-18T03:07:46.7872368Z legacy_vmap_test 2024-12-18T03:07:46.7872595Z libc10.so 2024-12-18T03:07:46.7872803Z libc10_cuda.so 2024-12-18T03:07:46.7873027Z libc10d_cuda_test.so 2024-12-18T03:07:46.7873258Z libcaffe2_nvrtc.so 2024-12-18T03:07:46.7873485Z 'libmkldnn*' 2024-12-18T03:07:46.7873703Z 'libnccl*' 2024-12-18T03:07:46.7873909Z libtorch.so 2024-12-18T03:07:46.7874121Z libtorch_cpu.so 2024-12-18T03:07:46.7874344Z libtorch_cuda.so 2024-12-18T03:07:46.7874577Z libtorch_cuda_linalg.so 2024-12-18T03:07:46.7874834Z libtorch_global_deps.so 2024-12-18T03:07:46.7875087Z libtorch_python.so 2024-12-18T03:07:46.7875317Z libtorchbind_test.so 2024-12-18T03:07:46.7875577Z make_boxed_from_unboxed_functor_test 2024-12-18T03:07:46.7875864Z math_kernel_test 2024-12-18T03:07:46.7876089Z memory_format_test 2024-12-18T03:07:46.7876325Z memory_overlapping_test 2024-12-18T03:07:46.7876576Z mobile_memory_cleanup 2024-12-18T03:07:46.7876813Z native_test 2024-12-18T03:07:46.7877027Z op_allowlist_test 2024-12-18T03:07:46.7877262Z op_registration_test 2024-12-18T03:07:46.7877498Z operator_name_test 2024-12-18T03:07:46.7877737Z operators_test 2024-12-18T03:07:46.7877976Z packedtensoraccessor_test 2024-12-18T03:07:46.7878238Z parallel_benchmark 2024-12-18T03:07:46.7878463Z pow_test 2024-12-18T03:07:46.7878659Z protoc 2024-12-18T03:07:46.7878867Z protoc-3.13.0.0 2024-12-18T03:07:46.7879091Z quantized_test 2024-12-18T03:07:46.7879314Z reduce_ops_test 2024-12-18T03:07:46.7879551Z reportMemoryUsage_test 2024-12-18T03:07:46.7879793Z scalar_tensor_test 2024-12-18T03:07:46.7880017Z scalar_test 2024-12-18T03:07:46.7880239Z stride_properties_test 2024-12-18T03:07:46.7880485Z tensor_iterator_test 2024-12-18T03:07:46.7880711Z test_api 2024-12-18T03:07:46.7880913Z test_cpp_rpc 2024-12-18T03:07:46.7881131Z test_dist_autograd 2024-12-18T03:07:46.7881369Z test_edge_op_registration 2024-12-18T03:07:46.7881618Z test_jit 2024-12-18T03:07:46.7881815Z test_lazy 2024-12-18T03:07:46.7882019Z test_mobile_nnc 2024-12-18T03:07:46.7882243Z test_parallel 2024-12-18T03:07:46.7882467Z test_tensorexpr 2024-12-18T03:07:46.7882690Z thread_init_test 2024-12-18T03:07:46.7883006Z torch_shm_manager 2024-12-18T03:07:46.7883236Z tutorial_tensorexpr 2024-12-18T03:07:46.7883471Z type_ptr_test 2024-12-18T03:07:46.7883686Z type_test 2024-12-18T03:07:46.7883892Z undefined_tensor_test 2024-12-18T03:07:46.7884140Z vec_test_all_types_AVX2 2024-12-18T03:07:46.7884399Z vec_test_all_types_AVX512 2024-12-18T03:07:46.7884661Z vec_test_all_types_DEFAULT 2024-12-18T03:07:46.7885001Z verify_api_visibility 2024-12-18T03:07:46.7885335Z weakref_test 2024-12-18T03:07:46.7885587Z wrapdim_test 2024-12-18T03:07:46.7885804Z xla_tensor_test 2024-12-18T03:07:46.7886048Z + aten/tools/run_tests.sh build/bin 2024-12-18T03:07:46.7886342Z + set -e 2024-12-18T03:07:46.7886601Z ++ dirname aten/tools/run_tests.sh 2024-12-18T03:07:46.7887127Z + VALGRIND_SUP=/var/lib/jenkins/workspace/aten/tools/valgrind.sup 2024-12-18T03:07:46.7887608Z + export CPP_TESTS_DIR=build/bin 2024-12-18T03:07:46.7887942Z + CPP_TESTS_DIR=build/bin 2024-12-18T03:07:46.7888232Z + VALGRIND=ON 2024-12-18T03:07:46.7889772Z + python test/run_test.py --cpp --verbose -i cpp/basic cpp/atest cpp/scalar_test cpp/broadcast_test cpp/wrapdim_test cpp/apply_utils_test cpp/dlconvertor_test cpp/native_test cpp/scalar_tensor_test cpp/undefined_tensor_test cpp/extension_backend_test cpp/lazy_tensor_test cpp/tensor_iterator_test cpp/Dimname_test cpp/Dict_test cpp/NamedTensor_test cpp/cpu_generator_test cpp/legacy_vmap_test cpp/operators_test 2024-12-18T03:07:46.8885891Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:07:46.8886703Z import pkg_resources 2024-12-18T03:07:51.3724894Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:07:51.3876539Z Found test times from artifacts 2024-12-18T03:07:51.4493536Z Found test times from artifacts 2024-12-18T03:07:51.4517511Z Running all tests 2024-12-18T03:07:51.4523309Z Running parallel tests on 1 processes 2024-12-18T03:07:51.4525243Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:07:51.4525638Z Serial tests (19): 2024-12-18T03:07:51.4525971Z cpp/Dict_test 1/1 2024-12-18T03:07:51.4526225Z cpp/Dimname_test 1/1 2024-12-18T03:07:51.4526566Z cpp/NamedTensor_test 1/1 2024-12-18T03:07:51.4526840Z cpp/apply_utils_test 1/1 2024-12-18T03:07:51.4527111Z cpp/atest 1/1 2024-12-18T03:07:51.4527413Z cpp/basic 1/1 2024-12-18T03:07:51.4527657Z cpp/broadcast_test 1/1 2024-12-18T03:07:51.4527922Z cpp/cpu_generator_test 1/1 2024-12-18T03:07:51.4528274Z cpp/dlconvertor_test 1/1 2024-12-18T03:07:51.4528556Z cpp/extension_backend_test 1/1 2024-12-18T03:07:51.4528866Z cpp/lazy_tensor_test 1/1 2024-12-18T03:07:51.4529216Z cpp/legacy_vmap_test 1/1 2024-12-18T03:07:51.4529492Z cpp/native_test 1/1 2024-12-18T03:07:51.4529756Z cpp/operators_test 1/1 2024-12-18T03:07:51.4530093Z cpp/scalar_tensor_test 1/1 2024-12-18T03:07:51.4530367Z cpp/scalar_test 1/1 2024-12-18T03:07:51.4530642Z cpp/tensor_iterator_test 1/1 2024-12-18T03:07:51.4530994Z cpp/undefined_tensor_test 1/1 2024-12-18T03:07:51.4531287Z cpp/wrapdim_test 1/1 2024-12-18T03:07:51.4531573Z Parallel tests (0): 2024-12-18T03:07:51.4531869Z Name: excluded (est. time: 0.0min) 2024-12-18T03:07:51.4532153Z Serial tests (0): 2024-12-18T03:07:51.4532434Z Parallel tests (0): 2024-12-18T03:07:51.4575614Z Running cpp/Dict_test 1/1 ... [2024-12-18 03:07:51.457135] 2024-12-18T03:07:51.4576209Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:07:51.4581984Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/Dict_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-90edcc9675917d7a.xml', '-x', '--reruns=2'] ... [2024-12-18 03:07:51.457723] 2024-12-18T03:08:19.5208039Z 2024-12-18T03:08:19.5209106Z cpp/Dict_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.Dict_test_1.1_ab7065d746634fd4_.log 2024-12-18T03:08:19.5209688Z 2024-12-18T03:08:19.5209947Z Running cpp/Dimname_test 1/1 ... [2024-12-18 03:08:19.520592] 2024-12-18T03:08:19.5210488Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:08:19.5214747Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/Dimname_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-d60287acafd1aeb0.xml', '-x', '--reruns=2'] ... [2024-12-18 03:08:19.521030] 2024-12-18T03:08:23.7439172Z 2024-12-18T03:08:23.7440796Z cpp/Dimname_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.Dimname_test_1.1_06f60e0fc4041ff9_.log 2024-12-18T03:08:23.7442324Z 2024-12-18T03:08:23.7443135Z Running cpp/NamedTensor_test 1/1 ... [2024-12-18 03:08:23.743569] 2024-12-18T03:08:23.7443667Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:08:23.7444816Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/NamedTensor_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-b8a7e52c30145dc5.xml', '-x', '--reruns=2'] ... [2024-12-18 03:08:23.744022] 2024-12-18T03:08:31.2725240Z 2024-12-18T03:08:31.2726047Z cpp/NamedTensor_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.NamedTensor_test_1.1_fd85d023bf2b1b42_.log 2024-12-18T03:08:31.2726642Z 2024-12-18T03:08:31.2727732Z Running cpp/apply_utils_test 1/1 ... [2024-12-18 03:08:31.272152] 2024-12-18T03:08:31.2728292Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:08:31.2729928Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/apply_utils_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-d425c39ca4659386.xml', '-x', '--reruns=2'] ... [2024-12-18 03:08:31.272592] 2024-12-18T03:08:36.8970997Z 2024-12-18T03:08:36.8972052Z cpp/apply_utils_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.apply_utils_test_1.1_501f6bfb3fc28faf_.log 2024-12-18T03:08:36.8972723Z 2024-12-18T03:08:36.8972892Z Running cpp/atest 1/1 ... [2024-12-18 03:08:36.896783] 2024-12-18T03:08:36.8973307Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:08:36.8976397Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/atest', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-e441a315c32bcc7b.xml', '-x', '--reruns=2'] ... [2024-12-18 03:08:36.897223] 2024-12-18T03:08:48.0309314Z 2024-12-18T03:08:48.0313286Z cpp/atest 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.atest_1.1_148b2e5a2a350c88_.log 2024-12-18T03:08:48.0314000Z 2024-12-18T03:08:48.0314220Z Running cpp/basic 1/1 ... [2024-12-18 03:08:48.030526] 2024-12-18T03:08:48.0314689Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:08:48.0315693Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/basic', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-b0c375b4486d24cf.xml', '-x', '--reruns=2'] ... [2024-12-18 03:08:48.030908] 2024-12-18T03:08:53.6057732Z 2024-12-18T03:08:53.6058551Z cpp/basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.basic_1.1_54db4d708ca09110_.log 2024-12-18T03:08:53.6059072Z 2024-12-18T03:08:53.6059281Z Running cpp/broadcast_test 1/1 ... [2024-12-18 03:08:53.605462] 2024-12-18T03:08:53.6059682Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:08:53.6062593Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/broadcast_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-5ce99cf5d13dd8b7.xml', '-x', '--reruns=2'] ... [2024-12-18 03:08:53.605878] 2024-12-18T03:08:56.1751613Z 2024-12-18T03:08:56.1752575Z cpp/broadcast_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.broadcast_test_1.1_ca1df6e22cb9f3f7_.log 2024-12-18T03:08:56.1753172Z 2024-12-18T03:08:56.1753368Z Running cpp/cpu_generator_test 1/1 ... [2024-12-18 03:08:56.174860] 2024-12-18T03:08:56.1753779Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:08:56.1756325Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cpu_generator_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-9cf758830eef8a43.xml', '-x', '--reruns=2'] ... [2024-12-18 03:08:56.175232] 2024-12-18T03:09:07.0582879Z 2024-12-18T03:09:07.0583991Z cpp/cpu_generator_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cpu_generator_test_1.1_4df7b32eef6167c7_.log 2024-12-18T03:09:07.0584602Z 2024-12-18T03:09:07.0585934Z Running cpp/dlconvertor_test 1/1 ... [2024-12-18 03:09:07.057889] 2024-12-18T03:09:07.0586464Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:07.0587584Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/dlconvertor_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-b519808e04db5b3a.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:07.058273] 2024-12-18T03:09:10.2284934Z 2024-12-18T03:09:10.2285717Z cpp/dlconvertor_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.dlconvertor_test_1.1_1574402fe353b47a_.log 2024-12-18T03:09:10.2286325Z 2024-12-18T03:09:10.2286887Z Running cpp/extension_backend_test 1/1 ... [2024-12-18 03:09:10.228126] 2024-12-18T03:09:10.2287328Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:10.2290695Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/extension_backend_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-dcabb0a2e3814889.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:10.228640] 2024-12-18T03:09:12.7478923Z 2024-12-18T03:09:12.7479984Z cpp/extension_backend_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.extension_backend_test_1.1_34a50d99f7fbfce4_.log 2024-12-18T03:09:12.7480718Z 2024-12-18T03:09:12.7480919Z Running cpp/lazy_tensor_test 1/1 ... [2024-12-18 03:09:12.747502] 2024-12-18T03:09:12.7481368Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:12.7482444Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/lazy_tensor_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-fd1a7014ce77ca8a.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:12.747865] 2024-12-18T03:09:15.8680199Z 2024-12-18T03:09:15.8681813Z cpp/lazy_tensor_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.lazy_tensor_test_1.1_77c32f9653762f5a_.log 2024-12-18T03:09:15.8683080Z 2024-12-18T03:09:15.8683464Z Running cpp/legacy_vmap_test 1/1 ... [2024-12-18 03:09:15.867758] 2024-12-18T03:09:15.8684250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:15.8686095Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/legacy_vmap_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-f643c41e19bbc5e9.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:15.868192] 2024-12-18T03:09:30.6082351Z 2024-12-18T03:09:30.6083435Z cpp/legacy_vmap_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.legacy_vmap_test_1.1_a56e148eee69a5cb_.log 2024-12-18T03:09:30.6084034Z 2024-12-18T03:09:30.6084216Z Running cpp/native_test 1/1 ... [2024-12-18 03:09:30.607979] 2024-12-18T03:09:30.6084604Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:30.6088207Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/native_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-dac5f42e63b08f9e.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:30.608423] 2024-12-18T03:09:34.2302387Z 2024-12-18T03:09:34.2303623Z cpp/native_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.native_test_1.1_95c73884325d0a2a_.log 2024-12-18T03:09:34.2304434Z 2024-12-18T03:09:34.2304710Z Running cpp/operators_test 1/1 ... [2024-12-18 03:09:34.229929] 2024-12-18T03:09:34.2305273Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:34.2306814Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/operators_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-ee707ee2b9db6d1f.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:34.230348] 2024-12-18T03:09:38.4526433Z 2024-12-18T03:09:38.4527314Z cpp/operators_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.operators_test_1.1_fac9d04adbfb44c2_.log 2024-12-18T03:09:38.4528206Z 2024-12-18T03:09:38.4528591Z Running cpp/scalar_tensor_test 1/1 ... [2024-12-18 03:09:38.452339] 2024-12-18T03:09:38.4529232Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:38.4530658Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/scalar_tensor_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-c36225a6f58bf5cf.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:38.452710] 2024-12-18T03:09:42.5245621Z 2024-12-18T03:09:42.5247143Z cpp/scalar_tensor_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.scalar_tensor_test_1.1_9288301ce166f656_.log 2024-12-18T03:09:42.5247756Z 2024-12-18T03:09:42.5247942Z Running cpp/scalar_test 1/1 ... [2024-12-18 03:09:42.524232] 2024-12-18T03:09:42.5248323Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:42.5254669Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/scalar_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-ab74a39f79ad62f1.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:42.524995] 2024-12-18T03:09:46.9971853Z 2024-12-18T03:09:46.9972770Z cpp/scalar_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.scalar_test_1.1_efed555255166682_.log 2024-12-18T03:09:46.9973320Z 2024-12-18T03:09:46.9973528Z Running cpp/tensor_iterator_test 1/1 ... [2024-12-18 03:09:46.996840] 2024-12-18T03:09:46.9973943Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:09:46.9976476Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/tensor_iterator_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-d49da76fbde09b23.xml', '-x', '--reruns=2'] ... [2024-12-18 03:09:46.997254] 2024-12-18T03:10:26.4300982Z 2024-12-18T03:10:26.4301969Z cpp/tensor_iterator_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.tensor_iterator_test_1.1_680a6d0eddde181f_.log 2024-12-18T03:10:26.4302618Z 2024-12-18T03:10:26.4302837Z Running cpp/undefined_tensor_test 1/1 ... [2024-12-18 03:10:26.429962] 2024-12-18T03:10:26.4303258Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:10:26.4308762Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/undefined_tensor_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-d87ad4058a7c4ba7.xml', '-x', '--reruns=2'] ... [2024-12-18 03:10:26.430407] 2024-12-18T03:10:29.0002710Z 2024-12-18T03:10:29.0003844Z cpp/undefined_tensor_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.undefined_tensor_test_1.1_b698de58d1162106_.log 2024-12-18T03:10:29.0004471Z 2024-12-18T03:10:29.0004664Z Running cpp/wrapdim_test 1/1 ... [2024-12-18 03:10:29.000066] 2024-12-18T03:10:29.0005052Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:10:29.0008192Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/wrapdim_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-5ab3555632f7d9fe.xml', '-x', '--reruns=2'] ... [2024-12-18 03:10:29.000478] 2024-12-18T03:10:31.5695353Z 2024-12-18T03:10:31.5696721Z cpp/wrapdim_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.wrapdim_test_1.1_e0ba762057d2a356_.log 2024-12-18T03:10:31.5697299Z 2024-12-18T03:10:32.2566931Z Running test batch 'tests to run' cost 160.8 seconds 2024-12-18T03:10:32.9911751Z + run_if_exists tensor_interop_test 2024-12-18T03:10:32.9912113Z + local test_name=tensor_interop_test 2024-12-18T03:10:32.9912470Z + [[ -x build/bin/tensor_interop_test ]] 2024-12-18T03:10:32.9912832Z + echo 'Warning: tensor_interop_test does not exist.' 2024-12-18T03:10:32.9913518Z Warning: tensor_interop_test does not exist. 2024-12-18T03:10:32.9913845Z + run_if_exists cudnn_test 2024-12-18T03:10:32.9914112Z + local test_name=cudnn_test 2024-12-18T03:10:32.9915450Z + [[ -x build/bin/cudnn_test ]] 2024-12-18T03:10:32.9915858Z + echo 'Warning: cudnn_test does not exist.' 2024-12-18T03:10:32.9916249Z Warning: cudnn_test does not exist. 2024-12-18T03:10:32.9916557Z + run_if_exists cuda_generator_test 2024-12-18T03:10:32.9916852Z + local test_name=cuda_generator_test 2024-12-18T03:10:32.9917161Z + [[ -x build/bin/cuda_generator_test ]] 2024-12-18T03:10:32.9917570Z + python test/run_test.py --cpp --verbose -i cpp/cuda_generator_test 2024-12-18T03:10:33.0891602Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:10:33.0892524Z import pkg_resources 2024-12-18T03:10:37.5658555Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:10:37.5812652Z Found test times from artifacts 2024-12-18T03:10:37.6429158Z Found test times from artifacts 2024-12-18T03:10:37.6454831Z Running all tests 2024-12-18T03:10:37.6458879Z Running parallel tests on 1 processes 2024-12-18T03:10:37.6459231Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:10:37.6459525Z Serial tests (1): 2024-12-18T03:10:37.6459771Z cpp/cuda_generator_test 1/1 2024-12-18T03:10:37.6460048Z Parallel tests (0): 2024-12-18T03:10:37.6460300Z Name: excluded (est. time: 0.0min) 2024-12-18T03:10:37.6460580Z Serial tests (0): 2024-12-18T03:10:37.6460817Z Parallel tests (0): 2024-12-18T03:10:37.6509942Z Running cpp/cuda_generator_test 1/1 ... [2024-12-18 03:10:37.650595] 2024-12-18T03:10:37.6510410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:10:37.6514731Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_generator_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-558afb531856dee8.xml', '-x', '--reruns=2'] ... [2024-12-18 03:10:37.651065] 2024-12-18T03:10:47.5836388Z 2024-12-18T03:10:47.5837291Z cpp/cuda_generator_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_generator_test_1.1_4fffe3dcaea8743f_.log 2024-12-18T03:10:47.5838203Z 2024-12-18T03:10:48.2599594Z Running test batch 'tests to run' cost 10.61 seconds 2024-12-18T03:10:48.9642679Z + run_if_exists apply_test 2024-12-18T03:10:48.9643214Z + local test_name=apply_test 2024-12-18T03:10:48.9643515Z + [[ -x build/bin/apply_test ]] 2024-12-18T03:10:48.9643832Z + echo 'Warning: apply_test does not exist.' 2024-12-18T03:10:48.9644170Z Warning: apply_test does not exist. 2024-12-18T03:10:48.9644466Z + run_if_exists stream_test 2024-12-18T03:10:48.9644758Z + local test_name=stream_test 2024-12-18T03:10:48.9645048Z + [[ -x build/bin/stream_test ]] 2024-12-18T03:10:48.9645393Z + echo 'Warning: stream_test does not exist.' 2024-12-18T03:10:48.9645747Z Warning: stream_test does not exist. 2024-12-18T03:10:48.9646044Z + run_if_exists cuda_half_test 2024-12-18T03:10:48.9646340Z + local test_name=cuda_half_test 2024-12-18T03:10:48.9646634Z + [[ -x build/bin/cuda_half_test ]] 2024-12-18T03:10:48.9647025Z + python test/run_test.py --cpp --verbose -i cpp/cuda_half_test 2024-12-18T03:10:49.0626183Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:10:49.0626973Z import pkg_resources 2024-12-18T03:10:53.5987153Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:10:53.6135839Z Found test times from artifacts 2024-12-18T03:10:53.6759105Z Found test times from artifacts 2024-12-18T03:10:53.6783539Z Running all tests 2024-12-18T03:10:53.6787395Z Running parallel tests on 1 processes 2024-12-18T03:10:53.6787738Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:10:53.6788039Z Serial tests (1): 2024-12-18T03:10:53.6788581Z cpp/cuda_half_test 1/1 2024-12-18T03:10:53.6788843Z Parallel tests (0): 2024-12-18T03:10:53.6789198Z Name: excluded (est. time: 0.0min) 2024-12-18T03:10:53.6789552Z Serial tests (0): 2024-12-18T03:10:53.6789794Z Parallel tests (0): 2024-12-18T03:10:53.6834967Z Running cpp/cuda_half_test 1/1 ... [2024-12-18 03:10:53.683074] 2024-12-18T03:10:53.6835563Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:10:53.6840576Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_half_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-cf4f5220995a95a1.xml', '-x', '--reruns=2'] ... [2024-12-18 03:10:53.683572] 2024-12-18T03:10:56.5539422Z 2024-12-18T03:10:56.5540204Z cpp/cuda_half_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_half_test_1.1_2414d4ccb39c6b06_.log 2024-12-18T03:10:56.5540770Z 2024-12-18T03:10:57.5138321Z Running test batch 'tests to run' cost 3.83 seconds 2024-12-18T03:10:58.2112551Z + run_if_exists cuda_vectorized_test 2024-12-18T03:10:58.2112911Z + local test_name=cuda_vectorized_test 2024-12-18T03:10:58.2113459Z + [[ -x build/bin/cuda_vectorized_test ]] 2024-12-18T03:10:58.2113878Z + python test/run_test.py --cpp --verbose -i cpp/cuda_vectorized_test 2024-12-18T03:10:58.3103708Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:10:58.3104497Z import pkg_resources 2024-12-18T03:11:02.8127060Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:11:02.8277976Z Found test times from artifacts 2024-12-18T03:11:02.8893791Z Found test times from artifacts 2024-12-18T03:11:02.8917378Z Running all tests 2024-12-18T03:11:02.8921373Z Running parallel tests on 1 processes 2024-12-18T03:11:02.8921729Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:11:02.8922030Z Serial tests (1): 2024-12-18T03:11:02.8922286Z cpp/cuda_vectorized_test 1/1 2024-12-18T03:11:02.8922577Z Parallel tests (0): 2024-12-18T03:11:02.8922914Z Name: excluded (est. time: 0.0min) 2024-12-18T03:11:02.8923204Z Serial tests (0): 2024-12-18T03:11:02.8923447Z Parallel tests (0): 2024-12-18T03:11:02.8967838Z Running cpp/cuda_vectorized_test 1/1 ... [2024-12-18 03:11:02.896446] 2024-12-18T03:11:02.8968263Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:11:02.8972987Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_vectorized_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-cc8ea818721de6bd.xml', '-x', '--reruns=2'] ... [2024-12-18 03:11:02.896945] 2024-12-18T03:11:06.5690406Z 2024-12-18T03:11:06.5691213Z cpp/cuda_vectorized_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_vectorized_test_1.1_834b40fe9ff17f2a_.log 2024-12-18T03:11:06.5691849Z 2024-12-18T03:11:07.2441444Z Running test batch 'tests to run' cost 4.35 seconds 2024-12-18T03:11:07.9426224Z + run_if_exists cuda_distributions_test 2024-12-18T03:11:07.9426585Z + local test_name=cuda_distributions_test 2024-12-18T03:11:07.9426936Z + [[ -x build/bin/cuda_distributions_test ]] 2024-12-18T03:11:07.9427381Z + python test/run_test.py --cpp --verbose -i cpp/cuda_distributions_test 2024-12-18T03:11:08.0419927Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:11:08.0420716Z import pkg_resources 2024-12-18T03:11:12.5521410Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:11:12.5671814Z Found test times from artifacts 2024-12-18T03:11:12.6285097Z Found test times from artifacts 2024-12-18T03:11:12.6309396Z Running all tests 2024-12-18T03:11:12.6312921Z Running parallel tests on 1 processes 2024-12-18T03:11:12.6313485Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:11:12.6313783Z Serial tests (1): 2024-12-18T03:11:12.6314038Z cpp/cuda_distributions_test 1/1 2024-12-18T03:11:12.6314335Z Parallel tests (0): 2024-12-18T03:11:12.6314593Z Name: excluded (est. time: 0.0min) 2024-12-18T03:11:12.6314876Z Serial tests (0): 2024-12-18T03:11:12.6315114Z Parallel tests (0): 2024-12-18T03:11:12.6359315Z Running cpp/cuda_distributions_test 1/1 ... [2024-12-18 03:11:12.635604] 2024-12-18T03:11:12.6359918Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:11:12.6364562Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_distributions_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-77b9b2028fd997a0.xml', '-x', '--reruns=2'] ... [2024-12-18 03:11:12.636087] 2024-12-18T03:11:18.0120324Z 2024-12-18T03:11:18.0121903Z cpp/cuda_distributions_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_distributions_test_1.1_4242f1471059c73c_.log 2024-12-18T03:11:18.0122696Z 2024-12-18T03:11:18.6854262Z Running test batch 'tests to run' cost 6.05 seconds 2024-12-18T03:11:19.3971251Z + run_if_exists cuda_optional_test 2024-12-18T03:11:19.3972023Z + local test_name=cuda_optional_test 2024-12-18T03:11:19.3972545Z + [[ -x build/bin/cuda_optional_test ]] 2024-12-18T03:11:19.3972990Z + python test/run_test.py --cpp --verbose -i cpp/cuda_optional_test 2024-12-18T03:11:19.4957230Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:11:19.4958014Z import pkg_resources 2024-12-18T03:11:24.0041813Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:11:24.0191246Z Found test times from artifacts 2024-12-18T03:11:24.0809257Z Found test times from artifacts 2024-12-18T03:11:24.0831829Z Running all tests 2024-12-18T03:11:24.0835572Z Running parallel tests on 1 processes 2024-12-18T03:11:24.0836456Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:11:24.0837116Z Serial tests (1): 2024-12-18T03:11:24.0837630Z cpp/cuda_optional_test 1/1 2024-12-18T03:11:24.0838182Z Parallel tests (0): 2024-12-18T03:11:24.0838705Z Name: excluded (est. time: 0.0min) 2024-12-18T03:11:24.0839275Z Serial tests (0): 2024-12-18T03:11:24.0839750Z Parallel tests (0): 2024-12-18T03:11:24.0882401Z Running cpp/cuda_optional_test 1/1 ... [2024-12-18 03:11:24.087883] 2024-12-18T03:11:24.0882896Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:11:24.0887485Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_optional_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-d496301465257a7d.xml', '-x', '--reruns=2'] ... [2024-12-18 03:11:24.088390] 2024-12-18T03:11:26.7083476Z 2024-12-18T03:11:26.7084709Z cpp/cuda_optional_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_optional_test_1.1_f0fbe852936fc397_.log 2024-12-18T03:11:26.7085354Z 2024-12-18T03:11:27.9924110Z Running test batch 'tests to run' cost 3.91 seconds 2024-12-18T03:11:28.7056570Z + run_if_exists cuda_tensor_interop_test 2024-12-18T03:11:28.7056956Z + local test_name=cuda_tensor_interop_test 2024-12-18T03:11:28.7057300Z + [[ -x build/bin/cuda_tensor_interop_test ]] 2024-12-18T03:11:28.7057700Z + echo 'Warning: cuda_tensor_interop_test does not exist.' 2024-12-18T03:11:28.7058094Z Warning: cuda_tensor_interop_test does not exist. 2024-12-18T03:11:28.7058437Z + run_if_exists cuda_complex_test 2024-12-18T03:11:28.7058730Z + local test_name=cuda_complex_test 2024-12-18T03:11:28.7059033Z + [[ -x build/bin/cuda_complex_test ]] 2024-12-18T03:11:28.7059699Z + python test/run_test.py --cpp --verbose -i cpp/cuda_complex_test 2024-12-18T03:11:28.8054246Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:11:28.8055113Z import pkg_resources 2024-12-18T03:11:33.3085490Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:11:33.3234516Z Found test times from artifacts 2024-12-18T03:11:33.3851109Z Found test times from artifacts 2024-12-18T03:11:33.3874489Z Running all tests 2024-12-18T03:11:33.3880185Z Running parallel tests on 1 processes 2024-12-18T03:11:33.3880835Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:11:33.3881444Z Serial tests (1): 2024-12-18T03:11:33.3881947Z cpp/cuda_complex_test 1/1 2024-12-18T03:11:33.3882503Z Parallel tests (0): 2024-12-18T03:11:33.3883150Z Name: excluded (est. time: 0.0min) 2024-12-18T03:11:33.3883711Z Serial tests (0): 2024-12-18T03:11:33.3884189Z Parallel tests (0): 2024-12-18T03:11:33.3925005Z Running cpp/cuda_complex_test 1/1 ... [2024-12-18 03:11:33.392131] 2024-12-18T03:11:33.3925427Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:11:33.3930122Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_complex_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-913e251719024e74.xml', '-x', '--reruns=2'] ... [2024-12-18 03:11:33.392614] 2024-12-18T03:11:42.3233308Z 2024-12-18T03:11:42.3234058Z cpp/cuda_complex_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_complex_test_1.1_39b4624567284de5_.log 2024-12-18T03:11:42.3234641Z 2024-12-18T03:11:43.0000102Z Running test batch 'tests to run' cost 9.61 seconds 2024-12-18T03:11:43.7040528Z + run_if_exists cuda_complex_math_test 2024-12-18T03:11:43.7040883Z + local test_name=cuda_complex_math_test 2024-12-18T03:11:43.7041222Z + [[ -x build/bin/cuda_complex_math_test ]] 2024-12-18T03:11:43.7041656Z + python test/run_test.py --cpp --verbose -i cpp/cuda_complex_math_test 2024-12-18T03:11:43.8026892Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:11:43.8027719Z import pkg_resources 2024-12-18T03:11:48.3216320Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:11:48.3365369Z Found test times from artifacts 2024-12-18T03:11:48.3983838Z Found test times from artifacts 2024-12-18T03:11:48.4007902Z Running all tests 2024-12-18T03:11:48.4011329Z Running parallel tests on 1 processes 2024-12-18T03:11:48.4011652Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:11:48.4011986Z Serial tests (1): 2024-12-18T03:11:48.4012238Z cpp/cuda_complex_math_test 1/1 2024-12-18T03:11:48.4012526Z Parallel tests (0): 2024-12-18T03:11:48.4059732Z Name: excluded (est. time: 0.0min) 2024-12-18T03:11:48.4060114Z Serial tests (0): 2024-12-18T03:11:48.4060364Z Parallel tests (0): 2024-12-18T03:11:48.4060731Z Running cpp/cuda_complex_math_test 1/1 ... [2024-12-18 03:11:48.405650] 2024-12-18T03:11:48.4061149Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:11:48.4064847Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_complex_math_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-2b27bf7de65e2a56.xml', '-x', '--reruns=2'] ... [2024-12-18 03:11:48.406131] 2024-12-18T03:12:13.4637791Z 2024-12-18T03:12:13.4638799Z cpp/cuda_complex_math_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_complex_math_test_1.1_1132e678e221c706_.log 2024-12-18T03:12:13.4639522Z 2024-12-18T03:12:14.1494655Z Running test batch 'tests to run' cost 25.75 seconds 2024-12-18T03:12:14.8784416Z + run_if_exists cuda_cub_test 2024-12-18T03:12:14.8784849Z + local test_name=cuda_cub_test 2024-12-18T03:12:14.8785149Z + [[ -x build/bin/cuda_cub_test ]] 2024-12-18T03:12:14.8785535Z + python test/run_test.py --cpp --verbose -i cpp/cuda_cub_test 2024-12-18T03:12:14.9771681Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:12:14.9772631Z import pkg_resources 2024-12-18T03:12:19.4869925Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:12:19.5020253Z Found test times from artifacts 2024-12-18T03:12:19.5640191Z Found test times from artifacts 2024-12-18T03:12:19.5664156Z Running all tests 2024-12-18T03:12:19.5667793Z Running parallel tests on 1 processes 2024-12-18T03:12:19.5668270Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:12:19.5668689Z Serial tests (1): 2024-12-18T03:12:19.5669029Z cpp/cuda_cub_test 1/1 2024-12-18T03:12:19.5669336Z Parallel tests (0): 2024-12-18T03:12:19.5669597Z Name: excluded (est. time: 0.0min) 2024-12-18T03:12:19.5669883Z Serial tests (0): 2024-12-18T03:12:19.5670116Z Parallel tests (0): 2024-12-18T03:12:19.5714356Z Running cpp/cuda_cub_test 1/1 ... [2024-12-18 03:12:19.571100] 2024-12-18T03:12:19.5714846Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:12:19.5719494Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_cub_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-3a36beb646bcb6f7.xml', '-x', '--reruns=2'] ... [2024-12-18 03:12:19.571598] 2024-12-18T03:12:23.7437643Z 2024-12-18T03:12:23.7438543Z cpp/cuda_cub_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_cub_test_1.1_363c1f3a9f325189_.log 2024-12-18T03:12:23.7439134Z 2024-12-18T03:12:24.4173645Z Running test batch 'tests to run' cost 4.85 seconds 2024-12-18T03:12:25.1167367Z + run_if_exists cuda_atomic_ops_test 2024-12-18T03:12:25.1167700Z + local test_name=cuda_atomic_ops_test 2024-12-18T03:12:25.1168036Z + [[ -x build/bin/cuda_atomic_ops_test ]] 2024-12-18T03:12:25.1168449Z + python test/run_test.py --cpp --verbose -i cpp/cuda_atomic_ops_test 2024-12-18T03:12:25.2156346Z /var/lib/jenkins/workspace/test/run_test.py:22: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html 2024-12-18T03:12:25.2157130Z import pkg_resources 2024-12-18T03:12:29.7253123Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T03:12:29.7403200Z Found test times from artifacts 2024-12-18T03:12:29.8022584Z Found test times from artifacts 2024-12-18T03:12:29.8045927Z Running all tests 2024-12-18T03:12:29.8049948Z Running parallel tests on 1 processes 2024-12-18T03:12:29.8050301Z Name: tests to run (est. time: 0.0min) 2024-12-18T03:12:29.8050640Z Serial tests (1): 2024-12-18T03:12:29.8050995Z cpp/cuda_atomic_ops_test 1/1 2024-12-18T03:12:29.8051276Z Parallel tests (0): 2024-12-18T03:12:29.8051535Z Name: excluded (est. time: 0.0min) 2024-12-18T03:12:29.8051817Z Serial tests (0): 2024-12-18T03:12:29.8052057Z Parallel tests (0): 2024-12-18T03:12:29.8098605Z Running cpp/cuda_atomic_ops_test 1/1 ... [2024-12-18 03:12:29.809490] 2024-12-18T03:12:29.8099189Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T03:12:29.8103870Z Executing ['pytest', '/var/lib/jenkins/workspace/build/bin/cuda_atomic_ops_test', '-v', '-vv', '-rfEX', '-n', '1', '--junit-xml-reruns', 'test-reports/python-pytest/test.run_test/test.run_test-953387afd9035956.xml', '-x', '--reruns=2'] ... [2024-12-18 03:12:29.809980] 2024-12-18T03:12:35.0347088Z 2024-12-18T03:12:35.0349456Z cpp/cuda_atomic_ops_test 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp.cuda_atomic_ops_test_1.1_2d8da8434b5cb790_.log 2024-12-18T03:12:35.0350337Z 2024-12-18T03:12:35.7161085Z Running test batch 'tests to run' cost 5.91 seconds 2024-12-18T03:12:36.4197819Z + '[' ON == ON ']' 2024-12-18T03:12:36.4198622Z + valgrind --suppressions=/var/lib/jenkins/workspace/aten/tools/valgrind.sup --error-exitcode=1 build/bin/basic '--gtest_filter=-*CUDA' 2024-12-18T03:12:36.4318478Z ==109073== Memcheck, a memory error detector 2024-12-18T03:12:36.4319055Z ==109073== Copyright (C) 2002-2022, and GNU GPL'd, by Julian Seward et al. 2024-12-18T03:12:36.4319638Z ==109073== Using Valgrind-3.20.0 and LibVEX; rerun with -h for copyright info 2024-12-18T03:12:36.4320122Z ==109073== Command: build/bin/basic --gtest_filter=-*CUDA 2024-12-18T03:12:36.4320462Z ==109073== 2024-12-18T03:12:36.7498763Z ==109073== Warning: set address range perms: large range [0x4a08000, 0x14d6f000) (defined) 2024-12-18T03:12:42.3883137Z ==109073== Warning: set address range perms: large range [0x59cba000, 0x7bc84000) (defined) 2024-12-18T03:13:27.8334068Z Running main() from /var/lib/jenkins/workspace/third_party/googletest/googletest/src/gtest_main.cc 2024-12-18T03:13:27.8627859Z Note: Google Test filter = -*CUDA 2024-12-18T03:13:27.8681002Z [==========] Running 4 tests from 1 test suite. 2024-12-18T03:13:27.8698368Z [----------] Global test environment set-up. 2024-12-18T03:13:27.8761248Z [----------] 4 tests from BasicTest 2024-12-18T03:13:27.8784017Z [ RUN ] BasicTest.BasicTestCPU 2024-12-18T03:13:28.1516250Z ==109073== Warning: noted but unhandled ioctl 0x30000001 with no size/direction hints. 2024-12-18T03:13:28.1516765Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:28.1517282Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:28.1522508Z ==109073== Warning: noted but unhandled ioctl 0x4b with no size/direction hints. 2024-12-18T03:13:28.1523100Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:28.1523611Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:28.1532472Z ==109073== Warning: noted but unhandled ioctl 0x27 with no size/direction hints. 2024-12-18T03:13:28.1532964Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:28.1533461Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:28.3216028Z ==109073== Warning: noted but unhandled ioctl 0x25 with no size/direction hints. 2024-12-18T03:13:28.3216533Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:28.3217241Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:28.4218881Z ==109073== Warning: noted but unhandled ioctl 0x17 with no size/direction hints. 2024-12-18T03:13:28.4219624Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:28.4220343Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:28.4332047Z ==109073== Warning: set address range perms: large range [0x200000000, 0x300200000) (noaccess) 2024-12-18T03:13:28.4442865Z ==109073== Warning: set address range perms: large range [0x886b6000, 0xa86b5000) (noaccess) 2024-12-18T03:13:30.7523501Z 1387 ms 2024-12-18T03:13:31.0210524Z 49 ms 2024-12-18T03:13:31.0992229Z 70 ms 2024-12-18T03:13:34.0094448Z [ OK ] BasicTest.BasicTestCPU (6128 ms) 2024-12-18T03:13:34.0687742Z [ RUN ] BasicTest.BasicTestHalfCPU 2024-12-18T03:13:34.5600585Z 399 ms 2024-12-18T03:13:34.9572763Z 38 ms 2024-12-18T03:13:35.0263932Z 67 ms 2024-12-18T03:13:35.0851201Z [ OK ] BasicTest.BasicTestHalfCPU (966 ms) 2024-12-18T03:13:35.0852101Z [ RUN ] BasicTest.FactoryMethodsTest 2024-12-18T03:13:35.1986713Z ==109073== Warning: noted but unhandled ioctl 0x19 with no size/direction hints. 2024-12-18T03:13:35.1987517Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:35.1988110Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:35.2368411Z ==109073== Warning: noted but unhandled ioctl 0x49 with no size/direction hints. 2024-12-18T03:13:35.2369550Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:35.2370545Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:35.2380201Z ==109073== Warning: noted but unhandled ioctl 0x21 with no size/direction hints. 2024-12-18T03:13:35.2380706Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:35.2381210Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:35.3839161Z ==109073== Warning: noted but unhandled ioctl 0x1b with no size/direction hints. 2024-12-18T03:13:35.3839668Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:35.3840171Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:35.4961557Z ==109073== Warning: noted but unhandled ioctl 0x44 with no size/direction hints. 2024-12-18T03:13:35.4962169Z ==109073== This could cause spurious value errors to appear. 2024-12-18T03:13:35.4962836Z ==109073== See README_MISSING_SYSCALL_OR_IOCTL for guidance on writing a proper wrapper. 2024-12-18T03:13:36.5048607Z [ OK ] BasicTest.FactoryMethodsTest (1419 ms) 2024-12-18T03:13:36.5049067Z [ RUN ] BasicTest.BasicStdTestCPU 2024-12-18T03:13:36.5935970Z Simple example: called once 2024-12-18T03:13:36.6348709Z throw: call_once will retry 2024-12-18T03:13:36.6656962Z Didn't throw, call_once will not attempt again 2024-12-18T03:13:36.6690137Z [ OK ] BasicTest.BasicStdTestCPU (164 ms) 2024-12-18T03:13:36.6710395Z [----------] 4 tests from BasicTest (8791 ms total) 2024-12-18T03:13:36.6710743Z 2024-12-18T03:13:36.6723922Z [----------] Global test environment tear-down 2024-12-18T03:13:36.6750675Z [==========] 4 tests from 1 test suite ran. (8815 ms total) 2024-12-18T03:13:36.6762542Z [ PASSED ] 4 tests. 2024-12-18T03:13:39.3480484Z ==109073== 2024-12-18T03:13:39.3495033Z ==109073== HEAP SUMMARY: 2024-12-18T03:13:39.3495453Z ==109073== in use at exit: 19,670,859 bytes in 42,183 blocks 2024-12-18T03:13:39.3495934Z ==109073== total heap usage: 999,293 allocs, 957,110 frees, 285,894,955 bytes allocated 2024-12-18T03:13:39.3496342Z ==109073== 2024-12-18T03:13:40.2600048Z ==109073== LEAK SUMMARY: 2024-12-18T03:13:40.2600391Z ==109073== definitely lost: 288 bytes in 3 blocks 2024-12-18T03:13:40.2600757Z ==109073== indirectly lost: 192 bytes in 2 blocks 2024-12-18T03:13:40.2601133Z ==109073== possibly lost: 28,064 bytes in 191 blocks 2024-12-18T03:13:40.2601531Z ==109073== still reachable: 19,642,315 bytes in 41,987 blocks 2024-12-18T03:13:40.2601925Z ==109073== suppressed: 0 bytes in 0 blocks 2024-12-18T03:13:40.2602361Z ==109073== Rerun with --leak-check=full to see details of leaked memory 2024-12-18T03:13:40.2602823Z ==109073== 2024-12-18T03:13:40.2603144Z ==109073== For lists of detected and suppressed errors, rerun with: -s 2024-12-18T03:13:40.2603640Z ==109073== ERROR SUMMARY: 0 errors from 0 contexts (suppressed: 4 from 4) 2024-12-18T03:13:40.4868932Z + [[ -x build/bin/tensor_interop_test ]] 2024-12-18T03:13:40.4872721Z + [[ -n '' ]] 2024-12-18T03:13:40.4872962Z + assert_git_not_dirty 2024-12-18T03:13:40.4873327Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *rocm* ]] 2024-12-18T03:13:40.4873805Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *xla* ]] 2024-12-18T03:13:40.4880886Z ++ git status --porcelain 2024-12-18T03:13:40.4882575Z ++ grep -v '?? third_party' 2024-12-18T03:13:40.7473285Z ++ true 2024-12-18T03:13:40.7475501Z + git_status= 2024-12-18T03:13:40.7475836Z + [[ -n '' ]] 2024-12-18T03:13:40.7476141Z + test_libtorch 1 2024-12-18T03:13:40.7476731Z + local SHARD=1 2024-12-18T03:13:40.7477197Z + [[ default != \s\l\o\w ]] 2024-12-18T03:13:40.7477628Z + echo 'Testing libtorch' 2024-12-18T03:13:40.7477882Z Testing libtorch 2024-12-18T03:13:40.7478583Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libbackend_with_compiler.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7493797Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libjitbackend_test.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7507470Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libcaffe2_nvrtc.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7522862Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10_cuda.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libc10d_cuda_test.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7537524Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libshm.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7554406Z + ln -sf /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_cpu.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_cuda.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_cuda_linalg.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_global_deps.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorch_python.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libtorchbind_test.so /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7569853Z + ln -sf '/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib/libnvfuser*' /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7583326Z + export CPP_TESTS_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7584001Z + CPP_TESTS_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T03:13:40.7584415Z + [[ -z 1 ]] 2024-12-18T03:13:40.7584633Z + [[ 1 == \1 ]] 2024-12-18T03:13:40.7584853Z + test_libtorch_api 2024-12-18T03:13:40.7585155Z + MNIST_DIR=/var/lib/jenkins/workspace/test/cpp/api/mnist 2024-12-18T03:13:40.7585680Z + python tools/download_mnist.py --quiet -d /var/lib/jenkins/workspace/test/cpp/api/mnist 2024-12-18T03:13:40.8056655Z Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz ... 2024-12-18T03:13:40.9087369Z Failed to download (trying next): 2024-12-18T03:13:40.9087680Z HTTP Error 403: Forbidden 2024-12-18T03:13:40.9091244Z Downloading https://ossci-datasets.s3.amazonaws.com/mnist/train-images-idx3-ubyte.gz ... 2024-12-18T03:13:41.2771081Z Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz ... 2024-12-18T03:13:41.3511461Z Failed to download (trying next): 2024-12-18T03:13:41.3512156Z HTTP Error 403: Forbidden 2024-12-18T03:13:41.3517406Z Downloading https://ossci-datasets.s3.amazonaws.com/mnist/train-labels-idx1-ubyte.gz ... 2024-12-18T03:13:41.3868810Z Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz ... 2024-12-18T03:13:41.4575941Z Failed to download (trying next): 2024-12-18T03:13:41.4576311Z HTTP Error 403: Forbidden 2024-12-18T03:13:41.4580730Z Downloading https://ossci-datasets.s3.amazonaws.com/mnist/t10k-images-idx3-ubyte.gz ... 2024-12-18T03:13:41.5517634Z Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz ... 2024-12-18T03:13:41.6332572Z Failed to download (trying next): 2024-12-18T03:13:41.6332941Z HTTP Error 403: Forbidden 2024-12-18T03:13:41.6336819Z Downloading https://ossci-datasets.s3.amazonaws.com/mnist/t10k-labels-idx1-ubyte.gz ... 2024-12-18T03:13:41.6792400Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *asan* ]] 2024-12-18T03:13:41.6793366Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *slow-gradcheck* ]] 2024-12-18T03:13:41.6794170Z + TEST_REPORTS_DIR=test/test-reports/cpp-unittest/test_libtorch 2024-12-18T03:13:41.6794688Z + mkdir -p test/test-reports/cpp-unittest/test_libtorch 2024-12-18T03:13:41.6820288Z + OMP_NUM_THREADS=2 2024-12-18T03:13:41.6820820Z + TORCH_CPP_TEST_MNIST_PATH=/var/lib/jenkins/workspace/test/cpp/api/mnist 2024-12-18T03:13:41.6822272Z + /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin/test_api '--gtest_filter=-IMethodTest.*' --gtest_output=xml:test/test-reports/cpp-unittest/test_libtorch/test_api.xml 2024-12-18T03:13:42.2054431Z Only one CUDA device detected. Disabling MultiCUDA tests 2024-12-18T03:13:42.2061247Z Note: Google Test filter = -IMethodTest.*:*_MultiCUDA 2024-12-18T03:13:42.2061679Z [==========] Running 1054 tests from 52 test suites. 2024-12-18T03:13:42.2062020Z [----------] Global test environment set-up. 2024-12-18T03:13:42.2062360Z [----------] 11 tests from AutogradAPITests 2024-12-18T03:13:42.2062821Z [ RUN ] AutogradAPITests.RegisterHookVoidReturnAcceptsUndefinedTensor 2024-12-18T03:13:42.2075063Z [ OK ] AutogradAPITests.RegisterHookVoidReturnAcceptsUndefinedTensor (1 ms) 2024-12-18T03:13:42.2075843Z [ RUN ] AutogradAPITests.RegisterHookTensorReturnAcceptsUndefinedTensor 2024-12-18T03:13:42.2076498Z [ OK ] AutogradAPITests.RegisterHookTensorReturnAcceptsUndefinedTensor (0 ms) 2024-12-18T03:13:42.2077033Z [ RUN ] AutogradAPITests.BackwardSimpleTest 2024-12-18T03:13:42.2086171Z [ OK ] AutogradAPITests.BackwardSimpleTest (0 ms) 2024-12-18T03:13:42.2086714Z [ RUN ] AutogradAPITests.BackwardTest 2024-12-18T03:13:42.2088396Z [W1218 03:13:42.177146362 engine.cpp:1260] Warning: Using backward() with create_graph=True will create a reference cycle between the parameter and its gradient which can cause a memory leak. We recommend using autograd.grad when creating the graph to avoid this. If you have to use this function, make sure to reset the .grad fields of your parameters to None after use to break the cycle and avoid the leak. (function operator()) 2024-12-18T03:13:42.2090539Z [ OK ] AutogradAPITests.BackwardTest (0 ms) 2024-12-18T03:13:42.2091056Z [ RUN ] AutogradAPITests.GradSimpleTest 2024-12-18T03:13:42.2091745Z [ OK ] AutogradAPITests.GradSimpleTest (0 ms) 2024-12-18T03:13:42.2092242Z [ RUN ] AutogradAPITests.GradTest 2024-12-18T03:13:42.2095044Z [ OK ] AutogradAPITests.GradTest (0 ms) 2024-12-18T03:13:42.2095533Z [ RUN ] AutogradAPITests.GradNonLeafTest 2024-12-18T03:13:42.2099342Z [W1218 03:13:42.178198225 TensorBody.h:489] Warning: The .grad attribute of a Tensor that is not a leaf Tensor is being accessed. Its .grad attribute won't be populated during autograd.backward(). If you indeed want the .grad field to be populated for a non-leaf Tensor, use .retain_grad() on the non-leaf Tensor. If you access the non-leaf Tensor by mistake, make sure you access the leaf Tensor instead. See github.com/pytorch/pytorch/pull/30531 for more informations. (function grad) 2024-12-18T03:13:42.2102841Z [W1218 03:13:42.178323596 TensorBody.h:489] Warning: The .grad attribute of a Tensor that is not a leaf Tensor is being accessed. Its .grad attribute won't be populated during autograd.backward(). If you indeed want the .grad field to be populated for a non-leaf Tensor, use .retain_grad() on the non-leaf Tensor. If you access the non-leaf Tensor by mistake, make sure you access the leaf Tensor instead. See github.com/pytorch/pytorch/pull/30531 for more informations. (function grad) 2024-12-18T03:13:42.2106065Z [W1218 03:13:42.178450338 TensorBody.h:489] Warning: The .grad attribute of a Tensor that is not a leaf Tensor is being accessed. Its .grad attribute won't be populated during autograd.backward(). If you indeed want the .grad field to be populated for a non-leaf Tensor, use .retain_grad() on the non-leaf Tensor. If you access the non-leaf Tensor by mistake, make sure you access the leaf Tensor instead. See github.com/pytorch/pytorch/pull/30531 for more informations. (function grad) 2024-12-18T03:13:42.2109556Z [W1218 03:13:42.178576209 TensorBody.h:489] Warning: The .grad attribute of a Tensor that is not a leaf Tensor is being accessed. Its .grad attribute won't be populated during autograd.backward(). If you indeed want the .grad field to be populated for a non-leaf Tensor, use .retain_grad() on the non-leaf Tensor. If you access the non-leaf Tensor by mistake, make sure you access the leaf Tensor instead. See github.com/pytorch/pytorch/pull/30531 for more informations. (function grad) 2024-12-18T03:13:42.2111529Z [ OK ] AutogradAPITests.GradNonLeafTest (0 ms) 2024-12-18T03:13:42.2111932Z [ RUN ] AutogradAPITests.GradUnreachableTest 2024-12-18T03:13:42.2112333Z [ OK ] AutogradAPITests.GradUnreachableTest (0 ms) 2024-12-18T03:13:42.2112711Z [ RUN ] AutogradAPITests.EmptyInput 2024-12-18T03:13:42.2113322Z [ OK ] AutogradAPITests.EmptyInput (0 ms) 2024-12-18T03:13:42.2113832Z [ RUN ] AutogradAPITests.RetainGrad 2024-12-18T03:13:42.2114256Z [ OK ] AutogradAPITests.RetainGrad (0 ms) 2024-12-18T03:13:42.2114614Z [ RUN ] AutogradAPITests.AnomalyMode 2024-12-18T03:13:42.2115373Z [W1218 03:13:42.179674943 anomaly_mode.cpp:25] Warning: This mode should be enabled only for debugging as the different tests will slow down your program execution. (function operator()) 2024-12-18T03:13:42.3818279Z [ OK ] AutogradAPITests.AnomalyMode (170 ms) 2024-12-18T03:13:42.3818701Z [----------] 11 tests from AutogradAPITests (175 ms total) 2024-12-18T03:13:42.3819008Z 2024-12-18T03:13:42.3819189Z [----------] 34 tests from CustomAutogradTest 2024-12-18T03:13:42.3819604Z [ RUN ] CustomAutogradTest.GradUnreachableDiscoveryTest 2024-12-18T03:13:42.3820219Z [ OK ] CustomAutogradTest.GradUnreachableDiscoveryTest (0 ms) 2024-12-18T03:13:42.3820795Z [ RUN ] CustomAutogradTest.CustomFunctionReturnInputAsIsAndSavesIt 2024-12-18T03:13:42.3821612Z [ OK ] CustomAutogradTest.CustomFunctionReturnInputAsIsAndSavesIt (0 ms) 2024-12-18T03:13:42.3822343Z [ RUN ] CustomAutogradTest.CustomFunction 2024-12-18T03:13:42.3822871Z [ OK ] CustomAutogradTest.CustomFunction (0 ms) 2024-12-18T03:13:42.3823300Z [ RUN ] CustomAutogradTest.CustomFunctionWithTensorList 2024-12-18T03:13:42.3823786Z [ OK ] CustomAutogradTest.CustomFunctionWithTensorList (0 ms) 2024-12-18T03:13:42.3824242Z [ RUN ] CustomAutogradTest.GraphTaskTrimEdges 2024-12-18T03:13:42.3826841Z [ OK ] CustomAutogradTest.GraphTaskTrimEdges (0 ms) 2024-12-18T03:13:42.3827294Z [ RUN ] CustomAutogradTest.FunctionReturnsInput 2024-12-18T03:13:42.3827806Z [ OK ] CustomAutogradTest.FunctionReturnsInput (0 ms) 2024-12-18T03:13:42.3828321Z [ RUN ] CustomAutogradTest.FunctionReturnsUndefined 2024-12-18T03:13:42.3829338Z [ OK ] CustomAutogradTest.FunctionReturnsUndefined (0 ms) 2024-12-18T03:13:42.3829769Z [ RUN ] CustomAutogradTest.MaterializeGrads 2024-12-18T03:13:42.3830273Z [ OK ] CustomAutogradTest.MaterializeGrads (0 ms) 2024-12-18T03:13:42.3830715Z [ RUN ] CustomAutogradTest.DontMaterializeGrads 2024-12-18T03:13:42.3831214Z [ OK ] CustomAutogradTest.DontMaterializeGrads (0 ms) 2024-12-18T03:13:42.3831694Z [ RUN ] CustomAutogradTest.NoGradCustomFunction 2024-12-18T03:13:42.3832280Z [ OK ] CustomAutogradTest.NoGradCustomFunction (0 ms) 2024-12-18T03:13:42.3832735Z [ RUN ] CustomAutogradTest.MarkDirty 2024-12-18T03:13:42.3833096Z [ OK ] CustomAutogradTest.MarkDirty (0 ms) 2024-12-18T03:13:42.3833480Z [ RUN ] CustomAutogradTest.MarkNonDifferentiable 2024-12-18T03:13:42.3834027Z [ OK ] CustomAutogradTest.MarkNonDifferentiable (0 ms) 2024-12-18T03:13:42.3834657Z [ RUN ] CustomAutogradTest.MarkNonDifferentiableMixed 2024-12-18T03:13:42.3835199Z [ OK ] CustomAutogradTest.MarkNonDifferentiableMixed (0 ms) 2024-12-18T03:13:42.3835660Z [ RUN ] CustomAutogradTest.MarkNonDifferentiableNone 2024-12-18T03:13:42.3836359Z [ OK ] CustomAutogradTest.MarkNonDifferentiableNone (0 ms) 2024-12-18T03:13:42.3837084Z [ RUN ] CustomAutogradTest.ReturnLeafInplace 2024-12-18T03:13:42.3837873Z [ OK ] CustomAutogradTest.ReturnLeafInplace (0 ms) 2024-12-18T03:13:42.3838339Z [ RUN ] CustomAutogradTest.ReturnDuplicateInplace 2024-12-18T03:13:42.3838839Z [ OK ] CustomAutogradTest.ReturnDuplicateInplace (0 ms) 2024-12-18T03:13:42.3839257Z [ RUN ] CustomAutogradTest.ReturnDuplicate 2024-12-18T03:13:42.3839698Z [ OK ] CustomAutogradTest.ReturnDuplicate (0 ms) 2024-12-18T03:13:42.3840164Z [ RUN ] CustomAutogradTest.SaveEmptyForBackward 2024-12-18T03:13:42.3840910Z [ OK ] CustomAutogradTest.SaveEmptyForBackward (0 ms) 2024-12-18T03:13:42.3841330Z [ RUN ] CustomAutogradTest.InvalidGradients 2024-12-18T03:13:42.3841808Z [ OK ] CustomAutogradTest.InvalidGradients (0 ms) 2024-12-18T03:13:42.3842256Z [ RUN ] CustomAutogradTest.NoGradInput 2024-12-18T03:13:42.3842705Z [ OK ] CustomAutogradTest.NoGradInput (0 ms) 2024-12-18T03:13:42.3843255Z [ RUN ] CustomAutogradTest.TooManyGrads 2024-12-18T03:13:42.3843749Z [ OK ] CustomAutogradTest.TooManyGrads (0 ms) 2024-12-18T03:13:42.3844163Z [ RUN ] CustomAutogradTest.DepNoGrad 2024-12-18T03:13:42.3844587Z [ OK ] CustomAutogradTest.DepNoGrad (0 ms) 2024-12-18T03:13:42.3844952Z [ RUN ] CustomAutogradTest.Reentrant 2024-12-18T03:13:42.3845403Z [ OK ] CustomAutogradTest.Reentrant (0 ms) 2024-12-18T03:13:42.3845763Z [ RUN ] CustomAutogradTest.DeepReentrant 2024-12-18T03:13:42.9892774Z [ OK ] CustomAutogradTest.DeepReentrant (604 ms) 2024-12-18T03:13:42.9893219Z [ RUN ] CustomAutogradTest.ReentrantPriority 2024-12-18T03:13:42.9898658Z [ OK ] CustomAutogradTest.ReentrantPriority (0 ms) 2024-12-18T03:13:42.9899180Z [ RUN ] CustomAutogradTest.Hooks 2024-12-18T03:13:42.9904952Z [ OK ] CustomAutogradTest.Hooks (0 ms) 2024-12-18T03:13:42.9905457Z [ RUN ] CustomAutogradTest.HooksInplace 2024-12-18T03:13:42.9906587Z [ OK ] CustomAutogradTest.HooksInplace (0 ms) 2024-12-18T03:13:42.9907167Z [ RUN ] CustomAutogradTest.HooksInplaceWithRetainsGrad 2024-12-18T03:13:42.9909343Z [ OK ] CustomAutogradTest.HooksInplaceWithRetainsGrad (0 ms) 2024-12-18T03:13:42.9910019Z [ RUN ] CustomAutogradTest.HooksInplaceTwiceWithRetainsGrad 2024-12-18T03:13:42.9911956Z [ OK ] CustomAutogradTest.HooksInplaceTwiceWithRetainsGrad (0 ms) 2024-12-18T03:13:42.9912568Z [ RUN ] CustomAutogradTest.HookNone 2024-12-18T03:13:42.9913275Z [ OK ] CustomAutogradTest.HookNone (0 ms) 2024-12-18T03:13:42.9913802Z [ RUN ] CustomAutogradTest.BackwardWithInputs 2024-12-18T03:13:42.9914811Z [ OK ] CustomAutogradTest.BackwardWithInputs (0 ms) 2024-12-18T03:13:42.9915410Z [ RUN ] CustomAutogradTest.BackwardWithEmptyInputs 2024-12-18T03:13:42.9916009Z [ OK ] CustomAutogradTest.BackwardWithEmptyInputs (0 ms) 2024-12-18T03:13:42.9916492Z [ RUN ] CustomAutogradTest.BackwardWithNonLeafInputs 2024-12-18T03:13:42.9917836Z [ OK ] CustomAutogradTest.BackwardWithNonLeafInputs (0 ms) 2024-12-18T03:13:42.9918481Z [ RUN ] CustomAutogradTest.BackwardWithCreateGraphWarns 2024-12-18T03:13:42.9919148Z [ OK ] CustomAutogradTest.BackwardWithCreateGraphWarns (0 ms) 2024-12-18T03:13:42.9919771Z [----------] 34 tests from CustomAutogradTest (610 ms total) 2024-12-18T03:13:42.9920035Z 2024-12-18T03:13:42.9920209Z [----------] 13 tests from TestAutogradNotImplementedFallback 2024-12-18T03:13:42.9920699Z [ RUN ] TestAutogradNotImplementedFallback.RetSingleNonTensor 2024-12-18T03:13:42.9923280Z [ OK ] TestAutogradNotImplementedFallback.RetSingleNonTensor (0 ms) 2024-12-18T03:13:42.9923993Z [ RUN ] TestAutogradNotImplementedFallback.InplaceOp 2024-12-18T03:13:42.9926889Z [ OK ] TestAutogradNotImplementedFallback.InplaceOp (0 ms) 2024-12-18T03:13:42.9927554Z [ RUN ] TestAutogradNotImplementedFallback.DoubleInplaceOp 2024-12-18T03:13:42.9929115Z [ OK ] TestAutogradNotImplementedFallback.DoubleInplaceOp (0 ms) 2024-12-18T03:13:42.9929917Z [ RUN ] TestAutogradNotImplementedFallback.OptOp 2024-12-18T03:13:42.9931897Z [ OK ] TestAutogradNotImplementedFallback.OptOp (0 ms) 2024-12-18T03:13:42.9932561Z [ RUN ] TestAutogradNotImplementedFallback.OutOfPlaceAddition 2024-12-18T03:13:42.9934616Z [ OK ] TestAutogradNotImplementedFallback.OutOfPlaceAddition (0 ms) 2024-12-18T03:13:42.9935356Z [ RUN ] TestAutogradNotImplementedFallback.RetTupleNonTensor 2024-12-18T03:13:42.9936502Z [ OK ] TestAutogradNotImplementedFallback.RetTupleNonTensor (0 ms) 2024-12-18T03:13:42.9937320Z [ RUN ] TestAutogradNotImplementedFallback.ViewOp 2024-12-18T03:13:42.9939931Z [ OK ] TestAutogradNotImplementedFallback.ViewOp (0 ms) 2024-12-18T03:13:42.9940608Z [ RUN ] TestAutogradNotImplementedFallback.ViewOpWithExtraArg 2024-12-18T03:13:42.9942085Z [ OK ] TestAutogradNotImplementedFallback.ViewOpWithExtraArg (0 ms) 2024-12-18T03:13:42.9942864Z [ RUN ] TestAutogradNotImplementedFallback.RetTensorVectorView 2024-12-18T03:13:42.9952978Z [ OK ] TestAutogradNotImplementedFallback.RetTensorVectorView (0 ms) 2024-12-18T03:13:42.9953719Z [ RUN ] TestAutogradNotImplementedFallback.DoubleViewOP 2024-12-18T03:13:42.9954229Z [ OK ] TestAutogradNotImplementedFallback.DoubleViewOP (0 ms) 2024-12-18T03:13:42.9954719Z [ RUN ] TestAutogradNotImplementedFallback.NonFirstViewOP 2024-12-18T03:13:42.9955227Z [ OK ] TestAutogradNotImplementedFallback.NonFirstViewOP (0 ms) 2024-12-18T03:13:42.9955805Z [ RUN ] TestAutogradNotImplementedFallback.RetTensorVector 2024-12-18T03:13:42.9956430Z [ OK ] TestAutogradNotImplementedFallback.RetTensorVector (0 ms) 2024-12-18T03:13:42.9957136Z [ RUN ] TestAutogradNotImplementedFallback.TensorlistOp 2024-12-18T03:13:42.9957739Z [ OK ] TestAutogradNotImplementedFallback.TensorlistOp (0 ms) 2024-12-18T03:13:42.9958317Z [----------] 13 tests from TestAutogradNotImplementedFallback (3 ms total) 2024-12-18T03:13:42.9958638Z 2024-12-18T03:13:42.9958761Z [----------] 2 tests from TestAutogradUtils 2024-12-18T03:13:42.9959139Z [ RUN ] TestAutogradUtils.ValidateOutputsReduce 2024-12-18T03:13:42.9959645Z [ OK ] TestAutogradUtils.ValidateOutputsReduce (0 ms) 2024-12-18T03:13:42.9960254Z [ RUN ] TestAutogradUtils.ValidateOutputsBasic 2024-12-18T03:13:42.9960702Z [ OK ] TestAutogradUtils.ValidateOutputsBasic (0 ms) 2024-12-18T03:13:42.9961160Z [----------] 2 tests from TestAutogradUtils (0 ms total) 2024-12-18T03:13:42.9961464Z 2024-12-18T03:13:42.9961578Z [----------] 18 tests from AnyModuleTest 2024-12-18T03:13:42.9962031Z [ RUN ] AnyModuleTest.SimpleReturnType 2024-12-18T03:13:42.9962463Z [ OK ] AnyModuleTest.SimpleReturnType (0 ms) 2024-12-18T03:13:42.9963146Z [ RUN ] AnyModuleTest.SimpleReturnTypeAndSingleArgument 2024-12-18T03:13:42.9963735Z [ OK ] AnyModuleTest.SimpleReturnTypeAndSingleArgument (0 ms) 2024-12-18T03:13:42.9964285Z [ RUN ] AnyModuleTest.StringLiteralReturnTypeAndArgument 2024-12-18T03:13:42.9964928Z [ OK ] AnyModuleTest.StringLiteralReturnTypeAndArgument (0 ms) 2024-12-18T03:13:42.9965495Z [ RUN ] AnyModuleTest.StringReturnTypeWithConstArgument 2024-12-18T03:13:42.9966041Z [ OK ] AnyModuleTest.StringReturnTypeWithConstArgument (0 ms) 2024-12-18T03:13:42.9966700Z [ RUN ] AnyModuleTest.TensorReturnTypeAndStringArgumentsWithFunkyQualifications 2024-12-18T03:13:42.9967621Z [ OK ] AnyModuleTest.TensorReturnTypeAndStringArgumentsWithFunkyQualifications (0 ms) 2024-12-18T03:13:42.9968351Z [ RUN ] AnyModuleTest.WrongArgumentType 2024-12-18T03:13:42.9968735Z [ OK ] AnyModuleTest.WrongArgumentType (0 ms) 2024-12-18T03:13:42.9969119Z [ RUN ] AnyModuleTest.WrongNumberOfArguments 2024-12-18T03:13:42.9969517Z [ OK ] AnyModuleTest.WrongNumberOfArguments (0 ms) 2024-12-18T03:13:42.9970087Z [ RUN ] AnyModuleTest.PassingArgumentsToModuleWithDefaultArgumentsInForwardMethod 2024-12-18T03:13:42.9970991Z [ OK ] AnyModuleTest.PassingArgumentsToModuleWithDefaultArgumentsInForwardMethod (0 ms) 2024-12-18T03:13:42.9971637Z [ RUN ] AnyModuleTest.GetWithCorrectTypeSucceeds 2024-12-18T03:13:42.9972068Z [ OK ] AnyModuleTest.GetWithCorrectTypeSucceeds (0 ms) 2024-12-18T03:13:42.9972494Z [ RUN ] AnyModuleTest.GetWithIncorrectTypeThrows 2024-12-18T03:13:42.9972913Z [ OK ] AnyModuleTest.GetWithIncorrectTypeThrows (0 ms) 2024-12-18T03:13:42.9973323Z [ RUN ] AnyModuleTest.PtrWithBaseClassSucceeds 2024-12-18T03:13:42.9973734Z [ OK ] AnyModuleTest.PtrWithBaseClassSucceeds (0 ms) 2024-12-18T03:13:42.9974246Z [ RUN ] AnyModuleTest.PtrWithGoodDowncastSuccceeds 2024-12-18T03:13:42.9974681Z [ OK ] AnyModuleTest.PtrWithGoodDowncastSuccceeds (0 ms) 2024-12-18T03:13:42.9975103Z [ RUN ] AnyModuleTest.PtrWithBadDowncastThrows 2024-12-18T03:13:42.9975530Z [ OK ] AnyModuleTest.PtrWithBadDowncastThrows (0 ms) 2024-12-18T03:13:42.9975939Z [ RUN ] AnyModuleTest.DefaultStateIsEmpty 2024-12-18T03:13:42.9976316Z [ OK ] AnyModuleTest.DefaultStateIsEmpty (0 ms) 2024-12-18T03:13:42.9976741Z [ RUN ] AnyModuleTest.AllMethodsThrowForEmptyAnyModule 2024-12-18T03:13:42.9977218Z [ OK ] AnyModuleTest.AllMethodsThrowForEmptyAnyModule (0 ms) 2024-12-18T03:13:42.9977681Z [ RUN ] AnyModuleTest.CanMoveAssignDifferentModules 2024-12-18T03:13:42.9978125Z [ OK ] AnyModuleTest.CanMoveAssignDifferentModules (0 ms) 2024-12-18T03:13:42.9978560Z [ RUN ] AnyModuleTest.ConstructsFromModuleHolder 2024-12-18T03:13:42.9978974Z [ OK ] AnyModuleTest.ConstructsFromModuleHolder (0 ms) 2024-12-18T03:13:42.9979424Z [ RUN ] AnyModuleTest.ConvertsVariableToTensorCorrectly 2024-12-18T03:13:42.9979904Z [ OK ] AnyModuleTest.ConvertsVariableToTensorCorrectly (0 ms) 2024-12-18T03:13:42.9980344Z [----------] 18 tests from AnyModuleTest (0 ms total) 2024-12-18T03:13:42.9980571Z 2024-12-18T03:13:42.9980692Z [----------] 12 tests from AnyValueTest 2024-12-18T03:13:42.9981082Z [ RUN ] AnyValueTest.CorrectlyAccessesIntWhenCorrectType 2024-12-18T03:13:42.9981574Z [ OK ] AnyValueTest.CorrectlyAccessesIntWhenCorrectType (0 ms) 2024-12-18T03:13:42.9982113Z [ RUN ] AnyValueTest.CorrectlyAccessesStringLiteralWhenCorrectType 2024-12-18T03:13:42.9982707Z [ OK ] AnyValueTest.CorrectlyAccessesStringLiteralWhenCorrectType (0 ms) 2024-12-18T03:13:42.9983269Z [ RUN ] AnyValueTest.CorrectlyAccessesStringWhenCorrectType 2024-12-18T03:13:42.9983785Z [ OK ] AnyValueTest.CorrectlyAccessesStringWhenCorrectType (0 ms) 2024-12-18T03:13:42.9984311Z [ RUN ] AnyValueTest.CorrectlyAccessesPointersWhenCorrectType 2024-12-18T03:13:42.9984905Z [ OK ] AnyValueTest.CorrectlyAccessesPointersWhenCorrectType (0 ms) 2024-12-18T03:13:42.9985453Z [ RUN ] AnyValueTest.CorrectlyAccessesReferencesWhenCorrectType 2024-12-18T03:13:42.9986008Z [ OK ] AnyValueTest.CorrectlyAccessesReferencesWhenCorrectType (0 ms) 2024-12-18T03:13:42.9986543Z [ RUN ] AnyValueTest.TryGetReturnsNullptrForTheWrongType 2024-12-18T03:13:42.9987029Z [ OK ] AnyValueTest.TryGetReturnsNullptrForTheWrongType (0 ms) 2024-12-18T03:13:42.9987483Z [ RUN ] AnyValueTest.GetThrowsForTheWrongType 2024-12-18T03:13:42.9987890Z [ OK ] AnyValueTest.GetThrowsForTheWrongType (0 ms) 2024-12-18T03:13:42.9988296Z [ RUN ] AnyValueTest.MoveConstructionIsAllowed 2024-12-18T03:13:42.9988705Z [ OK ] AnyValueTest.MoveConstructionIsAllowed (0 ms) 2024-12-18T03:13:42.9989108Z [ RUN ] AnyValueTest.MoveAssignmentIsAllowed 2024-12-18T03:13:42.9989497Z [ OK ] AnyValueTest.MoveAssignmentIsAllowed (0 ms) 2024-12-18T03:13:42.9989910Z [ RUN ] AnyValueTest.TypeInfoIsCorrectForInt 2024-12-18T03:13:42.9990306Z [ OK ] AnyValueTest.TypeInfoIsCorrectForInt (0 ms) 2024-12-18T03:13:42.9990734Z [ RUN ] AnyValueTest.TypeInfoIsCorrectForStringLiteral 2024-12-18T03:13:42.9991208Z [ OK ] AnyValueTest.TypeInfoIsCorrectForStringLiteral (0 ms) 2024-12-18T03:13:42.9991707Z [ RUN ] AnyValueTest.TypeInfoIsCorrectForString 2024-12-18T03:13:42.9992247Z [ OK ] AnyValueTest.TypeInfoIsCorrectForString (0 ms) 2024-12-18T03:13:42.9992678Z [----------] 12 tests from AnyValueTest (0 ms total) 2024-12-18T03:13:42.9992915Z 2024-12-18T03:13:42.9993021Z [----------] 50 tests from DataTest 2024-12-18T03:13:42.9993351Z [ RUN ] DataTest.DatasetCallsGetCorrectly 2024-12-18T03:13:42.9993736Z [ OK ] DataTest.DatasetCallsGetCorrectly (0 ms) 2024-12-18T03:13:42.9994132Z [ RUN ] DataTest.TransformCallsGetApplyCorrectly 2024-12-18T03:13:42.9994548Z [ OK ] DataTest.TransformCallsGetApplyCorrectly (0 ms) 2024-12-18T03:13:42.9995059Z [ RUN ] DataTest.ChunkDataSetWithInvalidInitParameter 2024-12-18T03:13:42.9995555Z [ OK ] DataTest.ChunkDataSetWithInvalidInitParameter (0 ms) 2024-12-18T03:13:42.9995967Z [ RUN ] DataTest.InfiniteStreamDataset 2024-12-18T03:13:42.9996323Z [ OK ] DataTest.InfiniteStreamDataset (0 ms) 2024-12-18T03:13:42.9996678Z [ RUN ] DataTest.NoSequencerIsIdentity 2024-12-18T03:13:42.9997040Z [ OK ] DataTest.NoSequencerIsIdentity (0 ms) 2024-12-18T03:13:42.9997419Z [ RUN ] DataTest.OrderedSequencerIsSetUpWell 2024-12-18T03:13:42.9997814Z [ OK ] DataTest.OrderedSequencerIsSetUpWell (0 ms) 2024-12-18T03:13:42.9998218Z [ RUN ] DataTest.OrderedSequencerReOrdersValues 2024-12-18T03:13:42.9998631Z [ OK ] DataTest.OrderedSequencerReOrdersValues (0 ms) 2024-12-18T03:13:42.9999052Z [ RUN ] DataTest.BatchLambdaAppliesFunctionToBatch 2024-12-18T03:13:42.9999489Z [ OK ] DataTest.BatchLambdaAppliesFunctionToBatch (0 ms) 2024-12-18T03:13:42.9999921Z [ RUN ] DataTest.LambdaAppliesFunctionToExample 2024-12-18T03:13:43.0000340Z [ OK ] DataTest.LambdaAppliesFunctionToExample (0 ms) 2024-12-18T03:13:43.0000734Z [ RUN ] DataTest.CollateReducesBatch 2024-12-18T03:13:43.0001076Z [ OK ] DataTest.CollateReducesBatch (0 ms) 2024-12-18T03:13:43.0001430Z [ RUN ] DataTest.CollationReducesBatch 2024-12-18T03:13:43.0001791Z [ OK ] DataTest.CollationReducesBatch (0 ms) 2024-12-18T03:13:43.0002206Z [ RUN ] DataTest.SequentialSamplerReturnsIndicesInOrder 2024-12-18T03:13:43.0002684Z [ OK ] DataTest.SequentialSamplerReturnsIndicesInOrder (0 ms) 2024-12-18T03:13:43.0003291Z [ RUN ] DataTest.SequentialSamplerReturnsLessValuesForLastBatch 2024-12-18T03:13:43.0003849Z [ OK ] DataTest.SequentialSamplerReturnsLessValuesForLastBatch (0 ms) 2024-12-18T03:13:43.0004336Z [ RUN ] DataTest.SequentialSamplerResetsWell 2024-12-18T03:13:43.0004727Z [ OK ] DataTest.SequentialSamplerResetsWell (0 ms) 2024-12-18T03:13:43.0005171Z [ RUN ] DataTest.SequentialSamplerResetsWithNewSizeWell 2024-12-18T03:13:43.0005650Z [ OK ] DataTest.SequentialSamplerResetsWithNewSizeWell (0 ms) 2024-12-18T03:13:43.0006096Z [ RUN ] DataTest.CanSaveAndLoadSequentialSampler 2024-12-18T03:13:43.0118858Z [ OK ] DataTest.CanSaveAndLoadSequentialSampler (14 ms) 2024-12-18T03:13:43.0119366Z [ RUN ] DataTest.RandomSamplerReturnsIndicesInCorrectRange 2024-12-18T03:13:43.0119881Z [ OK ] DataTest.RandomSamplerReturnsIndicesInCorrectRange (0 ms) 2024-12-18T03:13:43.0120393Z [ RUN ] DataTest.RandomSamplerReturnsLessValuesForLastBatch 2024-12-18T03:13:43.0120903Z [ OK ] DataTest.RandomSamplerReturnsLessValuesForLastBatch (0 ms) 2024-12-18T03:13:43.0121352Z [ RUN ] DataTest.RandomSamplerResetsWell 2024-12-18T03:13:43.0121723Z [ OK ] DataTest.RandomSamplerResetsWell (0 ms) 2024-12-18T03:13:43.0122128Z [ RUN ] DataTest.RandomSamplerResetsWithNewSizeWell 2024-12-18T03:13:43.0122566Z [ OK ] DataTest.RandomSamplerResetsWithNewSizeWell (0 ms) 2024-12-18T03:13:43.0123252Z [ RUN ] DataTest.SavingAndLoadingRandomSamplerYieldsSameSequence 2024-12-18T03:13:43.0124316Z [ OK ] DataTest.SavingAndLoadingRandomSamplerYieldsSameSequence (0 ms) 2024-12-18T03:13:43.0125049Z [ RUN ] DataTest.StreamSamplerReturnsTheBatchSizeAndThenRemainder 2024-12-18T03:13:43.0125892Z [ OK ] DataTest.StreamSamplerReturnsTheBatchSizeAndThenRemainder (0 ms) 2024-12-18T03:13:43.0127605Z [ RUN ] DataTest.StreamSamplerResetsWell 2024-12-18T03:13:43.0128122Z [ OK ] DataTest.StreamSamplerResetsWell (0 ms) 2024-12-18T03:13:43.0128645Z [ RUN ] DataTest.StreamSamplerResetsWithNewSizeWell 2024-12-18T03:13:43.0129080Z [ OK ] DataTest.StreamSamplerResetsWithNewSizeWell (0 ms) 2024-12-18T03:13:43.0129549Z [ RUN ] DataTest.TensorDatasetConstructsFromSingleTensor 2024-12-18T03:13:43.0130233Z [ OK ] DataTest.TensorDatasetConstructsFromSingleTensor (0 ms) 2024-12-18T03:13:43.0131007Z [ RUN ] DataTest.TensorDatasetConstructsFromInitializerListOfTensors 2024-12-18T03:13:43.0131862Z [ OK ] DataTest.TensorDatasetConstructsFromInitializerListOfTensors (0 ms) 2024-12-18T03:13:43.0132567Z [ RUN ] DataTest.StackTransformWorksForExample 2024-12-18T03:13:43.0133095Z [ OK ] DataTest.StackTransformWorksForExample (0 ms) 2024-12-18T03:13:43.0133682Z [ RUN ] DataTest.StackTransformWorksForTensorExample 2024-12-18T03:13:43.0134343Z [ OK ] DataTest.StackTransformWorksForTensorExample (0 ms) 2024-12-18T03:13:43.0134918Z [ RUN ] DataTest.TensorTransformWorksForAnyTargetType 2024-12-18T03:13:43.0135485Z [ OK ] DataTest.TensorTransformWorksForAnyTargetType (0 ms) 2024-12-18T03:13:43.0136038Z [ RUN ] DataTest.TensorLambdaWorksforAnyTargetType 2024-12-18T03:13:43.0136547Z [ OK ] DataTest.TensorLambdaWorksforAnyTargetType (0 ms) 2024-12-18T03:13:43.0136943Z [ RUN ] DataTest.NormalizeTransform 2024-12-18T03:13:43.0139522Z [ OK ] DataTest.NormalizeTransform (0 ms) 2024-12-18T03:13:43.0139915Z [ RUN ] DataTest.MapDoesNotCopy 2024-12-18T03:13:43.0140248Z [ OK ] DataTest.MapDoesNotCopy (0 ms) 2024-12-18T03:13:43.0140613Z [ RUN ] DataTest.QueuePushAndPopFromSameThread 2024-12-18T03:13:43.0141026Z [ OK ] DataTest.QueuePushAndPopFromSameThread (0 ms) 2024-12-18T03:13:43.0141467Z [ RUN ] DataTest.QueuePopWithTimeoutThrowsUponTimeout 2024-12-18T03:13:43.0243743Z [ OK ] DataTest.QueuePopWithTimeoutThrowsUponTimeout (10 ms) 2024-12-18T03:13:43.0244390Z [ RUN ] DataTest.QueuePushAndPopFromDifferentThreads 2024-12-18T03:13:43.0449942Z [ OK ] DataTest.QueuePushAndPopFromDifferentThreads (20 ms) 2024-12-18T03:13:43.0450387Z [ RUN ] DataTest.QueueClearEmptiesTheQueue 2024-12-18T03:13:43.0460022Z [ OK ] DataTest.QueueClearEmptiesTheQueue (1 ms) 2024-12-18T03:13:43.0460437Z [ RUN ] DataTest.DataShuttleCanPushAndPopJob 2024-12-18T03:13:43.0460836Z [ OK ] DataTest.DataShuttleCanPushAndPopJob (0 ms) 2024-12-18T03:13:43.0461251Z [ RUN ] DataTest.DataShuttleCanPushAndPopResult 2024-12-18T03:13:43.0461675Z [ OK ] DataTest.DataShuttleCanPushAndPopResult (0 ms) 2024-12-18T03:13:43.0462191Z [ RUN ] DataTest.DataShuttlePopResultReturnsNulloptWhenNoJobsInFlight 2024-12-18T03:13:43.0462824Z [ OK ] DataTest.DataShuttlePopResultReturnsNulloptWhenNoJobsInFlight (0 ms) 2024-12-18T03:13:43.0463424Z [ RUN ] DataTest.DataShuttleDrainMeansPopResultReturnsNullopt 2024-12-18T03:13:43.0463968Z [ OK ] DataTest.DataShuttleDrainMeansPopResultReturnsNullopt (0 ms) 2024-12-18T03:13:43.0464448Z [ RUN ] DataTest.DataShuttlePopResultTimesOut 2024-12-18T03:13:43.0563264Z [ OK ] DataTest.DataShuttlePopResultTimesOut (10 ms) 2024-12-18T03:13:43.0564115Z [ RUN ] DataTest.SharedBatchDatasetReallyIsShared 2024-12-18T03:13:43.0584707Z [ OK ] DataTest.SharedBatchDatasetReallyIsShared (2 ms) 2024-12-18T03:13:43.0585457Z [ RUN ] DataTest.SharedBatchDatasetDoesNotIncurCopyWhenPassedDatasetObject 2024-12-18T03:13:43.0586328Z [ OK ] DataTest.SharedBatchDatasetDoesNotIncurCopyWhenPassedDatasetObject (0 ms) 2024-12-18T03:13:43.0586885Z [ RUN ] DataTest.CanUseCustomTypeAsIndexType 2024-12-18T03:13:43.0587288Z [ OK ] DataTest.CanUseCustomTypeAsIndexType (0 ms) 2024-12-18T03:13:43.0587817Z [ RUN ] DataTest.DistributedRandomSamplerSingleReplicaProduceCorrectSamples 2024-12-18T03:13:43.0588732Z [ OK ] DataTest.DistributedRandomSamplerSingleReplicaProduceCorrectSamples (0 ms) 2024-12-18T03:13:43.0589480Z [ RUN ] DataTest.DistributedRandomSamplerMultiReplicaProduceCorrectSamples 2024-12-18T03:13:43.0590170Z [ OK ] DataTest.DistributedRandomSamplerMultiReplicaProduceCorrectSamples (0 ms) 2024-12-18T03:13:43.0590971Z [ RUN ] DataTest.CanSaveAndLoadDistributedRandomSampler 2024-12-18T03:13:43.0591686Z [ OK ] DataTest.CanSaveAndLoadDistributedRandomSampler (0 ms) 2024-12-18T03:13:43.0592284Z [ RUN ] DataTest.DistributedSequentialSamplerSingleReplicaProduceCorrectSamples 2024-12-18T03:13:43.0593126Z [ OK ] DataTest.DistributedSequentialSamplerSingleReplicaProduceCorrectSamples (0 ms) 2024-12-18T03:13:43.0593943Z [ RUN ] DataTest.DistributedSequentialSamplerMultiReplicaProduceCorrectSamples 2024-12-18T03:13:43.0594815Z [ OK ] DataTest.DistributedSequentialSamplerMultiReplicaProduceCorrectSamples (0 ms) 2024-12-18T03:13:43.0595727Z [ RUN ] DataTest.CanSaveAndLoadDistributedSequentialSampler 2024-12-18T03:13:43.0596272Z [ OK ] DataTest.CanSaveAndLoadDistributedSequentialSampler (0 ms) 2024-12-18T03:13:43.0596727Z [----------] 50 tests from DataTest (62 ms total) 2024-12-18T03:13:43.0596949Z 2024-12-18T03:13:43.0597073Z [----------] 37 tests from DataLoaderTest 2024-12-18T03:13:43.0597464Z [ RUN ] DataLoaderTest.DataLoaderOptionsDefaultAsExpected 2024-12-18T03:13:43.0597972Z [ OK ] DataLoaderTest.DataLoaderOptionsDefaultAsExpected (0 ms) 2024-12-18T03:13:43.0598496Z [ RUN ] DataLoaderTest.DataLoaderOptionsCoalesceOptionalValues 2024-12-18T03:13:43.0599046Z [ OK ] DataLoaderTest.DataLoaderOptionsCoalesceOptionalValues (0 ms) 2024-12-18T03:13:43.0599569Z [ RUN ] DataLoaderTest.MakeDataLoaderDefaultsAsExpected 2024-12-18T03:13:43.0600044Z [ OK ] DataLoaderTest.MakeDataLoaderDefaultsAsExpected (0 ms) 2024-12-18T03:13:43.0600766Z [ RUN ] DataLoaderTest.MakeDataLoaderThrowsWhenConstructingSamplerWithUnsizedDataset 2024-12-18T03:13:43.0601830Z [ OK ] DataLoaderTest.MakeDataLoaderThrowsWhenConstructingSamplerWithUnsizedDataset (0 ms) 2024-12-18T03:13:43.0602553Z [ RUN ] DataLoaderTest.IteratorsCompareEqualToThemselves 2024-12-18T03:13:43.0603230Z [ OK ] DataLoaderTest.IteratorsCompareEqualToThemselves (0 ms) 2024-12-18T03:13:43.0603750Z [ RUN ] DataLoaderTest.ValidIteratorsCompareUnequalToEachOther 2024-12-18T03:13:43.0604297Z [ OK ] DataLoaderTest.ValidIteratorsCompareUnequalToEachOther (0 ms) 2024-12-18T03:13:43.0604845Z [ RUN ] DataLoaderTest.SentinelIteratorsCompareEqualToEachOther 2024-12-18T03:13:43.0605407Z [ OK ] DataLoaderTest.SentinelIteratorsCompareEqualToEachOther (0 ms) 2024-12-18T03:13:43.0605989Z [ RUN ] DataLoaderTest.IteratorsCompareEqualToSentinelWhenExhausted 2024-12-18T03:13:43.0606589Z [ OK ] DataLoaderTest.IteratorsCompareEqualToSentinelWhenExhausted (0 ms) 2024-12-18T03:13:43.0607105Z [ RUN ] DataLoaderTest.IteratorsShareState 2024-12-18T03:13:43.0607487Z [ OK ] DataLoaderTest.IteratorsShareState (0 ms) 2024-12-18T03:13:43.0607927Z [ RUN ] DataLoaderTest.CanDereferenceIteratorMultipleTimes 2024-12-18T03:13:43.0608433Z [ OK ] DataLoaderTest.CanDereferenceIteratorMultipleTimes (0 ms) 2024-12-18T03:13:43.0608899Z [ RUN ] DataLoaderTest.CanUseIteratorAlgorithms 2024-12-18T03:13:43.0609317Z [ OK ] DataLoaderTest.CanUseIteratorAlgorithms (0 ms) 2024-12-18T03:13:43.0609831Z [ RUN ] DataLoaderTest.CallingBeginWhileOtherIteratorIsInFlightThrows 2024-12-18T03:13:43.0610463Z [ OK ] DataLoaderTest.CallingBeginWhileOtherIteratorIsInFlightThrows (0 ms) 2024-12-18T03:13:43.0611061Z [ RUN ] DataLoaderTest.IncrementingExhaustedValidIteratorThrows 2024-12-18T03:13:43.0611619Z [ OK ] DataLoaderTest.IncrementingExhaustedValidIteratorThrows (0 ms) 2024-12-18T03:13:43.0612183Z [ RUN ] DataLoaderTest.DereferencingExhaustedValidIteratorThrows 2024-12-18T03:13:43.0612874Z [ OK ] DataLoaderTest.DereferencingExhaustedValidIteratorThrows (0 ms) 2024-12-18T03:13:43.0613849Z [ RUN ] DataLoaderTest.IncrementingSentinelIteratorThrows 2024-12-18T03:13:43.0614454Z [ OK ] DataLoaderTest.IncrementingSentinelIteratorThrows (0 ms) 2024-12-18T03:13:43.0614954Z [ RUN ] DataLoaderTest.DereferencingSentinelIteratorThrows 2024-12-18T03:13:43.0615454Z [ OK ] DataLoaderTest.DereferencingSentinelIteratorThrows (0 ms) 2024-12-18T03:13:43.0615913Z [ RUN ] DataLoaderTest.YieldsCorrectBatchSize 2024-12-18T03:13:43.0616315Z [ OK ] DataLoaderTest.YieldsCorrectBatchSize (0 ms) 2024-12-18T03:13:43.0616943Z [ RUN ] DataLoaderTest.ReturnsLastBatchWhenSmallerThanBatchSizeWhenDropLastIsFalse 2024-12-18T03:13:43.0617722Z [ OK ] DataLoaderTest.ReturnsLastBatchWhenSmallerThanBatchSizeWhenDropLastIsFalse (0 ms) 2024-12-18T03:13:43.0618523Z [ RUN ] DataLoaderTest.DoesNotReturnLastBatchWhenSmallerThanBatchSizeWhenDropLastIsTrue 2024-12-18T03:13:43.0619359Z [ OK ] DataLoaderTest.DoesNotReturnLastBatchWhenSmallerThanBatchSizeWhenDropLastIsTrue (0 ms) 2024-12-18T03:13:43.0619972Z [ RUN ] DataLoaderTest.RespectsTimeout 2024-12-18T03:13:43.0706858Z [ OK ] DataLoaderTest.RespectsTimeout (10 ms) 2024-12-18T03:13:43.0707333Z [ RUN ] DataLoaderTest.EnforcesOrderingAmongThreadsWhenConfigured 2024-12-18T03:13:43.0734485Z [ OK ] DataLoaderTest.EnforcesOrderingAmongThreadsWhenConfigured (2 ms) 2024-12-18T03:13:43.0734967Z [ RUN ] DataLoaderTest.Reset 2024-12-18T03:13:43.0735274Z [ OK ] DataLoaderTest.Reset (0 ms) 2024-12-18T03:13:43.0735700Z [ RUN ] DataLoaderTest.TestExceptionsArePropagatedFromWorkers 2024-12-18T03:13:43.0738842Z [ OK ] DataLoaderTest.TestExceptionsArePropagatedFromWorkers (0 ms) 2024-12-18T03:13:43.0739358Z [ RUN ] DataLoaderTest.StatefulDatasetWithNoWorkers 2024-12-18T03:13:43.0739791Z [ OK ] DataLoaderTest.StatefulDatasetWithNoWorkers (0 ms) 2024-12-18T03:13:43.0740244Z [ RUN ] DataLoaderTest.StatefulDatasetWithManyWorkers 2024-12-18T03:13:43.0769221Z [ OK ] DataLoaderTest.StatefulDatasetWithManyWorkers (2 ms) 2024-12-18T03:13:43.0769813Z [ RUN ] DataLoaderTest.StatefulDatasetWithMap 2024-12-18T03:13:43.0770315Z [ OK ] DataLoaderTest.StatefulDatasetWithMap (0 ms) 2024-12-18T03:13:43.0770850Z [ RUN ] DataLoaderTest.StatefulDatasetWithCollate 2024-12-18T03:13:43.0771639Z [ OK ] DataLoaderTest.StatefulDatasetWithCollate (0 ms) 2024-12-18T03:13:43.0772142Z [ RUN ] DataLoaderTest.ChunkDataSetGetBatch 2024-12-18T03:13:43.0890063Z [ OK ] DataLoaderTest.ChunkDataSetGetBatch (11 ms) 2024-12-18T03:13:43.0890634Z [ RUN ] DataLoaderTest.ChunkDataSetWithBatchSizeMismatch 2024-12-18T03:13:43.0891239Z [ OK ] DataLoaderTest.ChunkDataSetWithBatchSizeMismatch (0 ms) 2024-12-18T03:13:43.0891705Z [ RUN ] DataLoaderTest.ChunkDataSetWithEmptyBatch 2024-12-18T03:13:43.0893764Z [ OK ] DataLoaderTest.ChunkDataSetWithEmptyBatch (0 ms) 2024-12-18T03:13:43.0894260Z [ RUN ] DataLoaderTest.ChunkDataSetGetBatchWithUnevenBatchSize 2024-12-18T03:13:43.0898514Z [ OK ] DataLoaderTest.ChunkDataSetGetBatchWithUnevenBatchSize (0 ms) 2024-12-18T03:13:43.0899067Z [ RUN ] DataLoaderTest.CanAccessChunkSamplerWithChunkDataSet 2024-12-18T03:13:43.0903217Z [ OK ] DataLoaderTest.CanAccessChunkSamplerWithChunkDataSet (0 ms) 2024-12-18T03:13:43.0903702Z [ RUN ] DataLoaderTest.ChunkDatasetDoesNotHang 2024-12-18T03:13:43.0905769Z [ OK ] DataLoaderTest.ChunkDatasetDoesNotHang (0 ms) 2024-12-18T03:13:43.0906162Z [ RUN ] DataLoaderTest.ChunkDatasetSave 2024-12-18T03:13:43.1015282Z [ OK ] DataLoaderTest.ChunkDatasetSave (10 ms) 2024-12-18T03:13:43.1015673Z [ RUN ] DataLoaderTest.ChunkDatasetLoad 2024-12-18T03:13:43.1021749Z [ OK ] DataLoaderTest.ChunkDatasetLoad (0 ms) 2024-12-18T03:13:43.1022163Z [ RUN ] DataLoaderTest.ChunkDatasetCrossChunkShuffle 2024-12-18T03:13:43.1027291Z [ OK ] DataLoaderTest.ChunkDatasetCrossChunkShuffle (0 ms) 2024-12-18T03:13:43.1028002Z [ RUN ] DataLoaderTest.CustomPreprocessPolicy 2024-12-18T03:13:43.1030754Z [ OK ] DataLoaderTest.CustomPreprocessPolicy (0 ms) 2024-12-18T03:13:43.1031430Z [----------] 37 tests from DataLoaderTest (43 ms total) 2024-12-18T03:13:43.1031702Z 2024-12-18T03:13:43.1031829Z [----------] 1 test from EnumTest 2024-12-18T03:13:43.1032235Z [ RUN ] EnumTest.AllEnums 2024-12-18T03:13:43.1032530Z [ OK ] EnumTest.AllEnums (0 ms) 2024-12-18T03:13:43.1032868Z [----------] 1 test from EnumTest (0 ms total) 2024-12-18T03:13:43.1033143Z 2024-12-18T03:13:43.1033268Z [----------] 6 tests from ExpandingArrayTest 2024-12-18T03:13:43.1033779Z [ RUN ] ExpandingArrayTest.CanConstructFromInitializerList 2024-12-18T03:13:43.1034293Z [ OK ] ExpandingArrayTest.CanConstructFromInitializerList (0 ms) 2024-12-18T03:13:43.1034769Z [ RUN ] ExpandingArrayTest.CanConstructFromVector 2024-12-18T03:13:43.1035205Z [ OK ] ExpandingArrayTest.CanConstructFromVector (0 ms) 2024-12-18T03:13:43.1035636Z [ RUN ] ExpandingArrayTest.CanConstructFromArray 2024-12-18T03:13:43.1036054Z [ OK ] ExpandingArrayTest.CanConstructFromArray (0 ms) 2024-12-18T03:13:43.1036507Z [ RUN ] ExpandingArrayTest.CanConstructFromSingleValue 2024-12-18T03:13:43.1036978Z [ OK ] ExpandingArrayTest.CanConstructFromSingleValue (0 ms) 2024-12-18T03:13:43.1037669Z [ RUN ] ExpandingArrayTest.ThrowsWhenConstructedWithIncorrectNumberOfArgumentsInInitializerList 2024-12-18T03:13:43.1038610Z [ OK ] ExpandingArrayTest.ThrowsWhenConstructedWithIncorrectNumberOfArgumentsInInitializerList (0 ms) 2024-12-18T03:13:43.1039683Z [ RUN ] ExpandingArrayTest.ThrowsWhenConstructedWithIncorrectNumberOfArgumentsInVector 2024-12-18T03:13:43.1040579Z [ OK ] ExpandingArrayTest.ThrowsWhenConstructedWithIncorrectNumberOfArgumentsInVector (0 ms) 2024-12-18T03:13:43.1041308Z [----------] 6 tests from ExpandingArrayTest (0 ms total) 2024-12-18T03:13:43.1041650Z 2024-12-18T03:13:43.1041767Z [----------] 10 tests from FFTTest 2024-12-18T03:13:43.1042052Z [ RUN ] FFTTest.fft 2024-12-18T03:13:43.1042323Z [ OK ] FFTTest.fft (0 ms) 2024-12-18T03:13:43.1042598Z [ RUN ] FFTTest.fft_real 2024-12-18T03:13:43.1042990Z [ OK ] FFTTest.fft_real (0 ms) 2024-12-18T03:13:43.1043285Z [ RUN ] FFTTest.fft_pad 2024-12-18T03:13:43.1044327Z [ OK ] FFTTest.fft_pad (0 ms) 2024-12-18T03:13:43.1044688Z [ RUN ] FFTTest.fft_norm 2024-12-18T03:13:43.1047459Z [ OK ] FFTTest.fft_norm (0 ms) 2024-12-18T03:13:43.1047754Z [ RUN ] FFTTest.ifft 2024-12-18T03:13:43.1049555Z [ OK ] FFTTest.ifft (0 ms) 2024-12-18T03:13:43.1049882Z [ RUN ] FFTTest.fft_ifft 2024-12-18T03:13:43.1050733Z [ OK ] FFTTest.fft_ifft (0 ms) 2024-12-18T03:13:43.1051095Z [ RUN ] FFTTest.rfft 2024-12-18T03:13:43.1052601Z [ OK ] FFTTest.rfft (0 ms) 2024-12-18T03:13:43.1052974Z [ RUN ] FFTTest.rfft_irfft 2024-12-18T03:13:43.1053516Z [ OK ] FFTTest.rfft_irfft (0 ms) 2024-12-18T03:13:43.1053838Z [ RUN ] FFTTest.ihfft 2024-12-18T03:13:43.1055675Z [ OK ] FFTTest.ihfft (0 ms) 2024-12-18T03:13:43.1055976Z [ RUN ] FFTTest.hfft_ihfft 2024-12-18T03:13:43.1058017Z [ OK ] FFTTest.hfft_ihfft (0 ms) 2024-12-18T03:13:43.1058403Z [----------] 10 tests from FFTTest (2 ms total) 2024-12-18T03:13:43.1058667Z 2024-12-18T03:13:43.1058795Z [----------] 137 tests from FunctionalTest 2024-12-18T03:13:43.1059116Z [ RUN ] FunctionalTest.Conv1d 2024-12-18T03:13:43.1075441Z [ OK ] FunctionalTest.Conv1d (1 ms) 2024-12-18T03:13:43.1075871Z [ RUN ] FunctionalTest.Conv2dEven 2024-12-18T03:13:43.1079999Z [ OK ] FunctionalTest.Conv2dEven (0 ms) 2024-12-18T03:13:43.1080419Z [ RUN ] FunctionalTest.Conv2dUneven 2024-12-18T03:13:43.1082304Z [ OK ] FunctionalTest.Conv2dUneven (0 ms) 2024-12-18T03:13:43.1082825Z [ RUN ] FunctionalTest.Conv3d 2024-12-18T03:13:43.1087017Z [ OK ] FunctionalTest.Conv3d (0 ms) 2024-12-18T03:13:43.1087530Z [ RUN ] FunctionalTest.MaxPool1d 2024-12-18T03:13:43.1087976Z [ OK ] FunctionalTest.MaxPool1d (0 ms) 2024-12-18T03:13:43.1088416Z [ RUN ] FunctionalTest.MaxPool2d 2024-12-18T03:13:43.1089160Z [ OK ] FunctionalTest.MaxPool2d (0 ms) 2024-12-18T03:13:43.1089590Z [ RUN ] FunctionalTest.MaxPool2dBackward 2024-12-18T03:13:43.1091368Z [ OK ] FunctionalTest.MaxPool2dBackward (0 ms) 2024-12-18T03:13:43.1091799Z [ RUN ] FunctionalTest.MaxPool3d 2024-12-18T03:13:43.1092346Z [ OK ] FunctionalTest.MaxPool3d (0 ms) 2024-12-18T03:13:43.1092696Z [ RUN ] FunctionalTest.AvgPool1d 2024-12-18T03:13:43.1093861Z [ OK ] FunctionalTest.AvgPool1d (0 ms) 2024-12-18T03:13:43.1094407Z [ RUN ] FunctionalTest.AvgPool2d 2024-12-18T03:13:43.1094747Z [ OK ] FunctionalTest.AvgPool2d (0 ms) 2024-12-18T03:13:43.1095074Z [ RUN ] FunctionalTest.AvgPool3d 2024-12-18T03:13:43.1096553Z [ OK ] FunctionalTest.AvgPool3d (0 ms) 2024-12-18T03:13:43.1096921Z [ RUN ] FunctionalTest.FractionalMaxPool2d 2024-12-18T03:13:43.1099865Z [ OK ] FunctionalTest.FractionalMaxPool2d (0 ms) 2024-12-18T03:13:43.1100262Z [ RUN ] FunctionalTest.FractionalMaxPool3d 2024-12-18T03:13:43.1101988Z [ OK ] FunctionalTest.FractionalMaxPool3d (0 ms) 2024-12-18T03:13:43.1102365Z [ RUN ] FunctionalTest.LPPool1d 2024-12-18T03:13:43.1103972Z [ OK ] FunctionalTest.LPPool1d (0 ms) 2024-12-18T03:13:43.1104321Z [ RUN ] FunctionalTest.LPPool2d 2024-12-18T03:13:43.1105147Z [ OK ] FunctionalTest.LPPool2d (0 ms) 2024-12-18T03:13:43.1105482Z [ RUN ] FunctionalTest.LPPool3d 2024-12-18T03:13:43.1106603Z [ OK ] FunctionalTest.LPPool3d (0 ms) 2024-12-18T03:13:43.1106958Z [ RUN ] FunctionalTest.CosineSimilarity 2024-12-18T03:13:43.1108931Z [ OK ] FunctionalTest.CosineSimilarity (0 ms) 2024-12-18T03:13:43.1109339Z [ RUN ] FunctionalTest.SmoothL1LossDefaultOptions 2024-12-18T03:13:43.1111423Z [ OK ] FunctionalTest.SmoothL1LossDefaultOptions (0 ms) 2024-12-18T03:13:43.1111836Z [ RUN ] FunctionalTest.SmoothL1LossBeta 2024-12-18T03:13:43.1112841Z [ OK ] FunctionalTest.SmoothL1LossBeta (0 ms) 2024-12-18T03:13:43.1113472Z [ RUN ] FunctionalTest.SmoothL1LossBetaOptions 2024-12-18T03:13:43.1115278Z [ OK ] FunctionalTest.SmoothL1LossBetaOptions (0 ms) 2024-12-18T03:13:43.1115694Z [ RUN ] FunctionalTest.SmoothL1LossNoReduction 2024-12-18T03:13:43.1116779Z [ OK ] FunctionalTest.SmoothL1LossNoReduction (0 ms) 2024-12-18T03:13:43.1117193Z [ RUN ] FunctionalTest.HuberLossDefaultOptions 2024-12-18T03:13:43.1118944Z [ OK ] FunctionalTest.HuberLossDefaultOptions (0 ms) 2024-12-18T03:13:43.1119345Z [ RUN ] FunctionalTest.HuberLossDelta 2024-12-18T03:13:43.1120319Z [ OK ] FunctionalTest.HuberLossDelta (0 ms) 2024-12-18T03:13:43.1120700Z [ RUN ] FunctionalTest.HuberLossNoReduction 2024-12-18T03:13:43.1122197Z [ OK ] FunctionalTest.HuberLossNoReduction (0 ms) 2024-12-18T03:13:43.1122622Z [ RUN ] FunctionalTest.SoftMarginLossDefaultOptions 2024-12-18T03:13:43.1125113Z [ OK ] FunctionalTest.SoftMarginLossDefaultOptions (0 ms) 2024-12-18T03:13:43.1125613Z [ RUN ] FunctionalTest.MultiLabelSoftMarginLossDefaultOptions 2024-12-18T03:13:43.1128939Z [ OK ] FunctionalTest.MultiLabelSoftMarginLossDefaultOptions (0 ms) 2024-12-18T03:13:43.1129439Z [ RUN ] FunctionalTest.SoftMarginLossNoReduction 2024-12-18T03:13:43.1130667Z [ OK ] FunctionalTest.SoftMarginLossNoReduction (0 ms) 2024-12-18T03:13:43.1131175Z [ RUN ] FunctionalTest.MultiLabelSoftMarginLossWeightedNoReduction 2024-12-18T03:13:43.1134163Z [ OK ] FunctionalTest.MultiLabelSoftMarginLossWeightedNoReduction (0 ms) 2024-12-18T03:13:43.1134703Z [ RUN ] FunctionalTest.PairwiseDistance 2024-12-18T03:13:43.1135442Z [ OK ] FunctionalTest.PairwiseDistance (0 ms) 2024-12-18T03:13:43.1135799Z [ RUN ] FunctionalTest.PDist 2024-12-18T03:13:43.1137483Z [ OK ] FunctionalTest.PDist (0 ms) 2024-12-18T03:13:43.1138045Z [ RUN ] FunctionalTest.AdaptiveMaxPool1d 2024-12-18T03:13:43.1138656Z [ OK ] FunctionalTest.AdaptiveMaxPool1d (0 ms) 2024-12-18T03:13:43.1139211Z [ RUN ] FunctionalTest.AdaptiveMaxPool2d 2024-12-18T03:13:43.1139626Z [ OK ] FunctionalTest.AdaptiveMaxPool2d (0 ms) 2024-12-18T03:13:43.1140001Z [ RUN ] FunctionalTest.AdaptiveMaxPool3d 2024-12-18T03:13:43.1140876Z [ OK ] FunctionalTest.AdaptiveMaxPool3d (0 ms) 2024-12-18T03:13:43.1141254Z [ RUN ] FunctionalTest.AdaptiveAvgPool1d 2024-12-18T03:13:43.1142146Z [ OK ] FunctionalTest.AdaptiveAvgPool1d (0 ms) 2024-12-18T03:13:43.1142662Z [ RUN ] FunctionalTest.AdaptiveAvgPool2d 2024-12-18T03:13:43.1143287Z [ OK ] FunctionalTest.AdaptiveAvgPool2d (0 ms) 2024-12-18T03:13:43.1143722Z [ RUN ] FunctionalTest.AdaptiveAvgPool3d 2024-12-18T03:13:43.1144162Z [ OK ] FunctionalTest.AdaptiveAvgPool3d (0 ms) 2024-12-18T03:13:43.1144655Z [ RUN ] FunctionalTest.L1Loss 2024-12-18T03:13:43.1146140Z [ OK ] FunctionalTest.L1Loss (0 ms) 2024-12-18T03:13:43.1146587Z [ RUN ] FunctionalTest.MSELoss 2024-12-18T03:13:43.1147666Z [ OK ] FunctionalTest.MSELoss (0 ms) 2024-12-18T03:13:43.1148111Z [ RUN ] FunctionalTest.BCELoss 2024-12-18T03:13:43.1149144Z [ OK ] FunctionalTest.BCELoss (0 ms) 2024-12-18T03:13:43.1149594Z [ RUN ] FunctionalTest.KLDivLoss 2024-12-18T03:13:43.1150906Z [W1218 03:13:43.083456766 loss.h:51] Warning: reduction: 'mean' divides the total loss by both the batch size and the support size.'batchmean' divides only by the batch size, and aligns with the KL div math definition.'mean' will be changed to behave the same as 'batchmean' in the next major release. (function kl_div) 2024-12-18T03:13:43.1152400Z [ OK ] FunctionalTest.KLDivLoss (0 ms) 2024-12-18T03:13:43.1152866Z [ RUN ] FunctionalTest.HingeEmbeddingLoss 2024-12-18T03:13:43.1153388Z [ OK ] FunctionalTest.HingeEmbeddingLoss (0 ms) 2024-12-18T03:13:43.1153863Z [ RUN ] FunctionalTest.GridSample 2024-12-18T03:13:43.1156685Z [W1218 03:13:43.084037923 vision.h:80] Warning: Default grid_sample and affine_grid behavior has changed to align_corners=False since 1.3.0. Please specify align_corners=True if the old behavior is desired. See the documentation of grid_sample for details. (function grid_sample) 2024-12-18T03:13:43.1157816Z [ OK ] FunctionalTest.GridSample (0 ms) 2024-12-18T03:13:43.1158292Z [ RUN ] FunctionalTest.AffineGrid 2024-12-18T03:13:43.1167864Z [ OK ] FunctionalTest.AffineGrid (0 ms) 2024-12-18T03:13:43.1168346Z [ RUN ] FunctionalTest.MultiMarginLoss 2024-12-18T03:13:43.1168847Z [ OK ] FunctionalTest.MultiMarginLoss (0 ms) 2024-12-18T03:13:43.1169356Z [ RUN ] FunctionalTest.CosineEmbeddingLoss 2024-12-18T03:13:43.1171208Z [ OK ] FunctionalTest.CosineEmbeddingLoss (0 ms) 2024-12-18T03:13:43.1171822Z [ RUN ] FunctionalTest.MultiLabelMarginLossDefaultOptions 2024-12-18T03:13:43.1173145Z [ OK ] FunctionalTest.MultiLabelMarginLossDefaultOptions (0 ms) 2024-12-18T03:13:43.1173814Z [ RUN ] FunctionalTest.MultiLabelMarginLossNoReduction 2024-12-18T03:13:43.1174778Z [ OK ] FunctionalTest.MultiLabelMarginLossNoReduction (0 ms) 2024-12-18T03:13:43.1175368Z [ RUN ] FunctionalTest.TripletMarginLoss 2024-12-18T03:13:43.1176266Z [ OK ] FunctionalTest.TripletMarginLoss (0 ms) 2024-12-18T03:13:43.1176902Z [ RUN ] FunctionalTest.TripletMarginWithDistanceLossDefaultParity 2024-12-18T03:13:43.1299763Z [ OK ] FunctionalTest.TripletMarginWithDistanceLossDefaultParity (12 ms) 2024-12-18T03:13:43.1300405Z [ RUN ] FunctionalTest.NLLLoss 2024-12-18T03:13:43.1301151Z [ OK ] FunctionalTest.NLLLoss (0 ms) 2024-12-18T03:13:43.1301643Z [ RUN ] FunctionalTest.CrossEntropy 2024-12-18T03:13:43.1304841Z [ OK ] FunctionalTest.CrossEntropy (0 ms) 2024-12-18T03:13:43.1305329Z [ RUN ] FunctionalTest.MaxUnpool1d 2024-12-18T03:13:43.1308613Z [ OK ] FunctionalTest.MaxUnpool1d (0 ms) 2024-12-18T03:13:43.1309096Z [ RUN ] FunctionalTest.MaxUnpool2d 2024-12-18T03:13:43.1313292Z [ OK ] FunctionalTest.MaxUnpool2d (0 ms) 2024-12-18T03:13:43.1313901Z [ RUN ] FunctionalTest.MaxUnpool3d 2024-12-18T03:13:43.1316447Z [ OK ] FunctionalTest.MaxUnpool3d (0 ms) 2024-12-18T03:13:43.1316912Z [ RUN ] FunctionalTest.ELU 2024-12-18T03:13:43.1329976Z [ OK ] FunctionalTest.ELU (1 ms) 2024-12-18T03:13:43.1330410Z [ RUN ] FunctionalTest.SELU 2024-12-18T03:13:43.1333877Z [ OK ] FunctionalTest.SELU (0 ms) 2024-12-18T03:13:43.1334320Z [ RUN ] FunctionalTest.GLU 2024-12-18T03:13:43.1335092Z [ OK ] FunctionalTest.GLU (0 ms) 2024-12-18T03:13:43.1335652Z [ RUN ] FunctionalTest.GELU 2024-12-18T03:13:43.1340345Z [ OK ] FunctionalTest.GELU (0 ms) 2024-12-18T03:13:43.1340795Z [ RUN ] FunctionalTest.TanhGELU 2024-12-18T03:13:43.1341240Z [ OK ] FunctionalTest.TanhGELU (0 ms) 2024-12-18T03:13:43.1341686Z [ RUN ] FunctionalTest.Hardshrink 2024-12-18T03:13:43.1349905Z [ OK ] FunctionalTest.Hardshrink (0 ms) 2024-12-18T03:13:43.1350378Z [ RUN ] FunctionalTest.OneHot 2024-12-18T03:13:43.1353558Z [ OK ] FunctionalTest.OneHot (0 ms) 2024-12-18T03:13:43.1354021Z [ RUN ] FunctionalTest.Hardtanh 2024-12-18T03:13:43.1383718Z [ OK ] FunctionalTest.Hardtanh (2 ms) 2024-12-18T03:13:43.1384183Z [ RUN ] FunctionalTest.LeakyReLU 2024-12-18T03:13:43.1394990Z [ OK ] FunctionalTest.LeakyReLU (0 ms) 2024-12-18T03:13:43.1395466Z [ RUN ] FunctionalTest.LogSigmoid 2024-12-18T03:13:43.1395906Z [ OK ] FunctionalTest.LogSigmoid (0 ms) 2024-12-18T03:13:43.1396303Z [ RUN ] FunctionalTest.GumbelSoftmax 2024-12-18T03:13:43.1426842Z [ OK ] FunctionalTest.GumbelSoftmax (3 ms) 2024-12-18T03:13:43.1427331Z [ RUN ] FunctionalTest.Softmax 2024-12-18T03:13:43.1427778Z [ OK ] FunctionalTest.Softmax (0 ms) 2024-12-18T03:13:43.1428213Z [ RUN ] FunctionalTest.Softmin 2024-12-18T03:13:43.1430212Z [ OK ] FunctionalTest.Softmin (0 ms) 2024-12-18T03:13:43.1430691Z [ RUN ] FunctionalTest.LogSoftmax 2024-12-18T03:13:43.1431140Z [ OK ] FunctionalTest.LogSoftmax (0 ms) 2024-12-18T03:13:43.1431527Z [ RUN ] FunctionalTest.PReLU 2024-12-18T03:13:43.1432198Z [ OK ] FunctionalTest.PReLU (0 ms) 2024-12-18T03:13:43.1432649Z [ RUN ] FunctionalTest.LayerNorm 2024-12-18T03:13:43.1433097Z [ OK ] FunctionalTest.LayerNorm (0 ms) 2024-12-18T03:13:43.1433546Z [ RUN ] FunctionalTest.GroupNorm 2024-12-18T03:13:43.1434703Z [ OK ] FunctionalTest.GroupNorm (0 ms) 2024-12-18T03:13:43.1435194Z [ RUN ] FunctionalTest.LocalResponseNorm 2024-12-18T03:13:43.1436149Z [ OK ] FunctionalTest.LocalResponseNorm (0 ms) 2024-12-18T03:13:43.1436628Z [ RUN ] FunctionalTest.Linear 2024-12-18T03:13:43.1439447Z [ OK ] FunctionalTest.Linear (0 ms) 2024-12-18T03:13:43.1439910Z [ RUN ] FunctionalTest.Embedding 2024-12-18T03:13:43.1440568Z [ OK ] FunctionalTest.Embedding (0 ms) 2024-12-18T03:13:43.1441029Z [ RUN ] FunctionalTest.EmbeddingBag 2024-12-18T03:13:43.1445888Z [ OK ] FunctionalTest.EmbeddingBag (0 ms) 2024-12-18T03:13:43.1446371Z [ RUN ] FunctionalTest.Bilinear 2024-12-18T03:13:43.1449692Z [ OK ] FunctionalTest.Bilinear (0 ms) 2024-12-18T03:13:43.1450158Z [ RUN ] FunctionalTest.Normalize 2024-12-18T03:13:43.1454171Z [ OK ] FunctionalTest.Normalize (0 ms) 2024-12-18T03:13:43.1454630Z [ RUN ] FunctionalTest.ReLU 2024-12-18T03:13:43.1457486Z [ OK ] FunctionalTest.ReLU (0 ms) 2024-12-18T03:13:43.1457962Z [ RUN ] FunctionalTest.ReLUDefaultOptions 2024-12-18T03:13:43.1458479Z [ OK ] FunctionalTest.ReLUDefaultOptions (0 ms) 2024-12-18T03:13:43.1458849Z [ RUN ] FunctionalTest.ReLU6 2024-12-18T03:13:43.1461867Z [ OK ] FunctionalTest.ReLU6 (0 ms) 2024-12-18T03:13:43.1462358Z [ RUN ] FunctionalTest.ReLU6DefaultOptions 2024-12-18T03:13:43.1462888Z [ OK ] FunctionalTest.ReLU6DefaultOptions (0 ms) 2024-12-18T03:13:43.1463356Z [ RUN ] FunctionalTest.RReLU 2024-12-18T03:13:43.1502346Z [ OK ] FunctionalTest.RReLU (3 ms) 2024-12-18T03:13:43.1503025Z [ RUN ] FunctionalTest.RReLUDefaultOptions 2024-12-18T03:13:43.1504341Z [ OK ] FunctionalTest.RReLUDefaultOptions (0 ms) 2024-12-18T03:13:43.1504827Z [ RUN ] FunctionalTest.CELU 2024-12-18T03:13:43.1517541Z [ OK ] FunctionalTest.CELU (1 ms) 2024-12-18T03:13:43.1518021Z [ RUN ] FunctionalTest.CELUDefaultOptions 2024-12-18T03:13:43.1518600Z [ OK ] FunctionalTest.CELUDefaultOptions (0 ms) 2024-12-18T03:13:43.1519092Z [ RUN ] FunctionalTest.PixelShuffle 2024-12-18T03:13:43.1521009Z [ OK ] FunctionalTest.PixelShuffle (0 ms) 2024-12-18T03:13:43.1521692Z [ RUN ] FunctionalTest.PixelUnshuffle 2024-12-18T03:13:43.1522480Z [ OK ] FunctionalTest.PixelUnshuffle (0 ms) 2024-12-18T03:13:43.1523027Z [ RUN ] FunctionalTest.Softplus 2024-12-18T03:13:43.1530344Z [ OK ] FunctionalTest.Softplus (0 ms) 2024-12-18T03:13:43.1530859Z [ RUN ] FunctionalTest.SoftplusDefaultOptions 2024-12-18T03:13:43.1531422Z [ OK ] FunctionalTest.SoftplusDefaultOptions (0 ms) 2024-12-18T03:13:43.1531917Z [ RUN ] FunctionalTest.Fold 2024-12-18T03:13:43.1532682Z [ OK ] FunctionalTest.Fold (0 ms) 2024-12-18T03:13:43.1533110Z [ RUN ] FunctionalTest.Unfold 2024-12-18T03:13:43.1534966Z [ OK ] FunctionalTest.Unfold (0 ms) 2024-12-18T03:13:43.1535439Z [ RUN ] FunctionalTest.Softshrink 2024-12-18T03:13:43.1541848Z [ OK ] FunctionalTest.Softshrink (0 ms) 2024-12-18T03:13:43.1542370Z [ RUN ] FunctionalTest.SoftshrinkDefaultOptions 2024-12-18T03:13:43.1543175Z [ OK ] FunctionalTest.SoftshrinkDefaultOptions (0 ms) 2024-12-18T03:13:43.1543703Z [ RUN ] FunctionalTest.Softsign 2024-12-18T03:13:43.1544152Z [ OK ] FunctionalTest.Softsign (0 ms) 2024-12-18T03:13:43.1544591Z [ RUN ] FunctionalTest.Mish 2024-12-18T03:13:43.1544935Z [ OK ] FunctionalTest.Mish (0 ms) 2024-12-18T03:13:43.1545386Z [ RUN ] FunctionalTest.Tanhshrink 2024-12-18T03:13:43.1545868Z [ OK ] FunctionalTest.Tanhshrink (0 ms) 2024-12-18T03:13:43.1546317Z [ RUN ] FunctionalTest.Threshold 2024-12-18T03:13:43.1560123Z [ OK ] FunctionalTest.Threshold (1 ms) 2024-12-18T03:13:43.1560596Z [ RUN ] FunctionalTest.BatchNorm1d 2024-12-18T03:13:43.1561507Z [ OK ] FunctionalTest.BatchNorm1d (0 ms) 2024-12-18T03:13:43.1562033Z [ RUN ] FunctionalTest.BatchNorm1dDefaultOptions 2024-12-18T03:13:43.1562614Z [ OK ] FunctionalTest.BatchNorm1dDefaultOptions (0 ms) 2024-12-18T03:13:43.1563140Z [ RUN ] FunctionalTest.BatchNorm2d 2024-12-18T03:13:43.1563763Z [ OK ] FunctionalTest.BatchNorm2d (0 ms) 2024-12-18T03:13:43.1564293Z [ RUN ] FunctionalTest.BatchNorm2dDefaultOptions 2024-12-18T03:13:43.1565131Z [ OK ] FunctionalTest.BatchNorm2dDefaultOptions (0 ms) 2024-12-18T03:13:43.1565658Z [ RUN ] FunctionalTest.BatchNorm3d 2024-12-18T03:13:43.1566337Z [ OK ] FunctionalTest.BatchNorm3d (0 ms) 2024-12-18T03:13:43.1566858Z [ RUN ] FunctionalTest.BatchNorm3dDefaultOptions 2024-12-18T03:13:43.1567453Z [ OK ] FunctionalTest.BatchNorm3dDefaultOptions (0 ms) 2024-12-18T03:13:43.1568010Z [ RUN ] FunctionalTest.InstanceNorm1d 2024-12-18T03:13:43.1570703Z [ OK ] FunctionalTest.InstanceNorm1d (0 ms) 2024-12-18T03:13:43.1571264Z [ RUN ] FunctionalTest.InstanceNorm1dDefaultOptions 2024-12-18T03:13:43.1572282Z [ OK ] FunctionalTest.InstanceNorm1dDefaultOptions (0 ms) 2024-12-18T03:13:43.1572833Z [ RUN ] FunctionalTest.InstanceNorm2d 2024-12-18T03:13:43.1575300Z [ OK ] FunctionalTest.InstanceNorm2d (0 ms) 2024-12-18T03:13:43.1575861Z [ RUN ] FunctionalTest.InstanceNorm2dDefaultOptions 2024-12-18T03:13:43.1577177Z [ OK ] FunctionalTest.InstanceNorm2dDefaultOptions (0 ms) 2024-12-18T03:13:43.1577733Z [ RUN ] FunctionalTest.InstanceNorm3d 2024-12-18T03:13:43.1581130Z [ OK ] FunctionalTest.InstanceNorm3d (0 ms) 2024-12-18T03:13:43.1581672Z [ RUN ] FunctionalTest.InstanceNorm3dDefaultOptions 2024-12-18T03:13:43.1584496Z [ OK ] FunctionalTest.InstanceNorm3dDefaultOptions (0 ms) 2024-12-18T03:13:43.1585167Z [ RUN ] FunctionalTest.Interpolate 2024-12-18T03:13:43.1587298Z [W1218 03:13:43.127035342 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1590870Z [W1218 03:13:43.127117873 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1594303Z [W1218 03:13:43.127248925 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1597014Z [W1218 03:13:43.127315026 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1599722Z [W1218 03:13:43.127425977 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1602919Z [W1218 03:13:43.127557889 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1605989Z [W1218 03:13:43.127728731 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1608854Z [W1218 03:13:43.127834452 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:13:43.1610392Z [ OK ] FunctionalTest.Interpolate (1 ms) 2024-12-18T03:13:43.1610725Z [ RUN ] FunctionalTest.Pad1 2024-12-18T03:13:43.1611028Z [ OK ] FunctionalTest.Pad1 (0 ms) 2024-12-18T03:13:43.1611451Z [ RUN ] FunctionalTest.Pad2 2024-12-18T03:13:43.1611872Z [ OK ] FunctionalTest.Pad2 (0 ms) 2024-12-18T03:13:43.1612379Z [ RUN ] FunctionalTest.Pad3 2024-12-18T03:13:43.1612760Z [ OK ] FunctionalTest.Pad3 (0 ms) 2024-12-18T03:13:43.1613389Z [ RUN ] FunctionalTest.Pad4 2024-12-18T03:13:43.1614209Z [ OK ] FunctionalTest.Pad4 (0 ms) 2024-12-18T03:13:43.1614632Z [ RUN ] FunctionalTest.Pad5 2024-12-18T03:13:43.1618501Z [ OK ] FunctionalTest.Pad5 (0 ms) 2024-12-18T03:13:43.1618826Z [ RUN ] FunctionalTest.Pad6 2024-12-18T03:13:43.1621337Z [ OK ] FunctionalTest.Pad6 (0 ms) 2024-12-18T03:13:43.1621716Z [ RUN ] FunctionalTest.Pad7 2024-12-18T03:13:43.1622072Z [ OK ] FunctionalTest.Pad7 (0 ms) 2024-12-18T03:13:43.1622517Z [ RUN ] FunctionalTest.Pad8 2024-12-18T03:13:43.1622826Z [ OK ] FunctionalTest.Pad8 (0 ms) 2024-12-18T03:13:43.1623140Z [ RUN ] FunctionalTest.CTCLoss 2024-12-18T03:13:43.1631296Z [ OK ] FunctionalTest.CTCLoss (0 ms) 2024-12-18T03:13:43.1631661Z [ RUN ] FunctionalTest.PoissonNLLLoss 2024-12-18T03:13:43.1633830Z [ OK ] FunctionalTest.PoissonNLLLoss (0 ms) 2024-12-18T03:13:43.1634218Z [ RUN ] FunctionalTest.MarginRankingLoss 2024-12-18T03:13:43.1637037Z [ OK ] FunctionalTest.MarginRankingLoss (0 ms) 2024-12-18T03:13:43.1637421Z [ RUN ] FunctionalTest.ConvTranspose1d 2024-12-18T03:13:43.1651261Z [ OK ] FunctionalTest.ConvTranspose1d (1 ms) 2024-12-18T03:13:43.1651646Z [ RUN ] FunctionalTest.ConvTranspose2dEven 2024-12-18T03:13:43.1656040Z [ OK ] FunctionalTest.ConvTranspose2dEven (0 ms) 2024-12-18T03:13:43.1656436Z [ RUN ] FunctionalTest.ConvTranspose2dUneven 2024-12-18T03:13:43.1659600Z [ OK ] FunctionalTest.ConvTranspose2dUneven (0 ms) 2024-12-18T03:13:43.1659989Z [ RUN ] FunctionalTest.ConvTranspose3d 2024-12-18T03:13:43.1662659Z [ OK ] FunctionalTest.ConvTranspose3d (0 ms) 2024-12-18T03:13:43.1663027Z [ RUN ] FunctionalTest.AlphaDropout 2024-12-18T03:13:43.1672429Z [ OK ] FunctionalTest.AlphaDropout (0 ms) 2024-12-18T03:13:43.1672813Z [ RUN ] FunctionalTest.FeatureAlphaDropout 2024-12-18T03:13:43.1681551Z [ OK ] FunctionalTest.FeatureAlphaDropout (0 ms) 2024-12-18T03:13:43.1681920Z [ RUN ] FunctionalTest.Dropout 2024-12-18T03:13:43.1686648Z [ OK ] FunctionalTest.Dropout (0 ms) 2024-12-18T03:13:43.1686990Z [ RUN ] FunctionalTest.Dropout2d 2024-12-18T03:13:43.1692516Z [ OK ] FunctionalTest.Dropout2d (0 ms) 2024-12-18T03:13:43.1692858Z [ RUN ] FunctionalTest.Dropout3d 2024-12-18T03:13:43.1697644Z [ OK ] FunctionalTest.Dropout3d (0 ms) 2024-12-18T03:13:43.1697984Z [ RUN ] FunctionalTest.isfinite 2024-12-18T03:13:43.1703782Z [ OK ] FunctionalTest.isfinite (0 ms) 2024-12-18T03:13:43.1704121Z [ RUN ] FunctionalTest.isfinite_CUDA 2024-12-18T03:13:43.3966905Z [ OK ] FunctionalTest.isfinite_CUDA (225 ms) 2024-12-18T03:13:43.3967377Z [ RUN ] FunctionalTest.isinf 2024-12-18T03:13:43.3971345Z [ OK ] FunctionalTest.isinf (0 ms) 2024-12-18T03:13:43.3971799Z [ RUN ] FunctionalTest.isinf_CUDA 2024-12-18T03:13:43.4000882Z [ OK ] FunctionalTest.isinf_CUDA (2 ms) 2024-12-18T03:13:43.4001350Z [ RUN ] FunctionalTest.AllClose 2024-12-18T03:13:43.4086468Z [ OK ] FunctionalTest.AllClose (8 ms) 2024-12-18T03:13:43.4086948Z [ RUN ] FunctionalTest.AllClose_CUDA 2024-12-18T03:13:43.4447180Z [ OK ] FunctionalTest.AllClose_CUDA (36 ms) 2024-12-18T03:13:43.4447635Z [ RUN ] FunctionalTest.BCEWithLogitsLoss 2024-12-18T03:13:43.4460900Z [ OK ] FunctionalTest.BCEWithLogitsLoss (1 ms) 2024-12-18T03:13:43.4461391Z [----------] 137 tests from FunctionalTest (340 ms total) 2024-12-18T03:13:43.4461689Z 2024-12-18T03:13:43.4461832Z [----------] 9 tests from InitTest 2024-12-18T03:13:43.4462256Z [ RUN ] InitTest.ProducesPyTorchValues_XavierUniform 2024-12-18T03:13:43.4477619Z [ OK ] InitTest.ProducesPyTorchValues_XavierUniform (1 ms) 2024-12-18T03:13:43.4478147Z [ RUN ] InitTest.ProducesPyTorchValues_XavierNormal 2024-12-18T03:13:43.4493130Z [ OK ] InitTest.ProducesPyTorchValues_XavierNormal (1 ms) 2024-12-18T03:13:43.4493868Z [ RUN ] InitTest.ProducesPyTorchValues_KaimingNormal 2024-12-18T03:13:43.4508634Z [ OK ] InitTest.ProducesPyTorchValues_KaimingNormal (1 ms) 2024-12-18T03:13:43.4509170Z [ RUN ] InitTest.ProducesPyTorchValues_KaimingUniform 2024-12-18T03:13:43.4524984Z [ OK ] InitTest.ProducesPyTorchValues_KaimingUniform (1 ms) 2024-12-18T03:13:43.4525454Z [ RUN ] InitTest.CanInitializeTensorThatRequiresGrad 2024-12-18T03:13:43.4525903Z [ OK ] InitTest.CanInitializeTensorThatRequiresGrad (0 ms) 2024-12-18T03:13:43.4526404Z [ RUN ] InitTest.CalculateGainWithTanh 2024-12-18T03:13:43.4526966Z [ OK ] InitTest.CalculateGainWithTanh (0 ms) 2024-12-18T03:13:43.4527415Z [ RUN ] InitTest.CalculateGainWithRelu 2024-12-18T03:13:43.4527850Z [ OK ] InitTest.CalculateGainWithRelu (0 ms) 2024-12-18T03:13:43.4528296Z [ RUN ] InitTest.CalculateGainWithLeakyRelu 2024-12-18T03:13:43.4528769Z [ OK ] InitTest.CalculateGainWithLeakyRelu (0 ms) 2024-12-18T03:13:43.4529256Z [ RUN ] InitTest.CanInitializeCnnWithOrthogonal 2024-12-18T03:13:43.4530102Z [ OK ] InitTest.CanInitializeCnnWithOrthogonal (0 ms) 2024-12-18T03:13:43.4530576Z [----------] 9 tests from InitTest (6 ms total) 2024-12-18T03:13:43.4530848Z 2024-12-18T03:13:43.4530994Z [----------] 3 tests from IntegrationTest 2024-12-18T03:13:43.4531379Z [ RUN ] IntegrationTest.CartPole 2024-12-18T03:13:57.6254285Z [ OK ] IntegrationTest.CartPole (14172 ms) 2024-12-18T03:13:57.6254675Z [ RUN ] IntegrationTest.MNIST_CUDA 2024-12-18T03:14:06.1202466Z [ OK ] IntegrationTest.MNIST_CUDA (8494 ms) 2024-12-18T03:14:06.1203148Z [ RUN ] IntegrationTest.MNISTBatchNorm_CUDA 2024-12-18T03:14:14.9320302Z [ OK ] IntegrationTest.MNISTBatchNorm_CUDA (8811 ms) 2024-12-18T03:14:14.9320903Z [----------] 3 tests from IntegrationTest (31478 ms total) 2024-12-18T03:14:14.9321232Z 2024-12-18T03:14:14.9321387Z [----------] 1 test from IValueTest 2024-12-18T03:14:14.9321830Z [ RUN ] IValueTest.DeepcopyTensors 2024-12-18T03:14:14.9322304Z [ OK ] IValueTest.DeepcopyTensors (0 ms) 2024-12-18T03:14:14.9322905Z [----------] 1 test from IValueTest (0 ms total) 2024-12-18T03:14:14.9323163Z 2024-12-18T03:14:14.9323288Z [----------] 6 tests from TorchScriptTest 2024-12-18T03:14:14.9323698Z [ RUN ] TorchScriptTest.CanCompileMultipleFunctions 2024-12-18T03:14:14.9708784Z [ OK ] TorchScriptTest.CanCompileMultipleFunctions (38 ms) 2024-12-18T03:14:14.9709795Z [ RUN ] TorchScriptTest.TestNestedIValueModuleArgMatching 2024-12-18T03:14:14.9716106Z [ OK ] TorchScriptTest.TestNestedIValueModuleArgMatching (0 ms) 2024-12-18T03:14:14.9716615Z [ RUN ] TorchScriptTest.TestDictArgMatching 2024-12-18T03:14:14.9718897Z [ OK ] TorchScriptTest.TestDictArgMatching (0 ms) 2024-12-18T03:14:14.9719307Z [ RUN ] TorchScriptTest.TestTupleArgMatching 2024-12-18T03:14:14.9720232Z [ OK ] TorchScriptTest.TestTupleArgMatching (0 ms) 2024-12-18T03:14:14.9720741Z [ RUN ] TorchScriptTest.TestOptionalArgMatching 2024-12-18T03:14:14.9726840Z [ OK ] TorchScriptTest.TestOptionalArgMatching (0 ms) 2024-12-18T03:14:14.9727344Z [ RUN ] TorchScriptTest.TestPickle 2024-12-18T03:14:14.9727684Z [ OK ] TorchScriptTest.TestPickle (0 ms) 2024-12-18T03:14:14.9728129Z [----------] 6 tests from TorchScriptTest (40 ms total) 2024-12-18T03:14:14.9728380Z 2024-12-18T03:14:14.9728496Z [----------] 3 tests from MakeUniqueTest 2024-12-18T03:14:14.9728904Z [ RUN ] MakeUniqueTest.ForwardRvaluesCorrectly 2024-12-18T03:14:14.9729329Z [ OK ] MakeUniqueTest.ForwardRvaluesCorrectly (0 ms) 2024-12-18T03:14:14.9729808Z [ RUN ] MakeUniqueTest.ForwardLvaluesCorrectly 2024-12-18T03:14:14.9730210Z [ OK ] MakeUniqueTest.ForwardLvaluesCorrectly (0 ms) 2024-12-18T03:14:14.9730704Z [ RUN ] MakeUniqueTest.CanConstructUniquePtrOfArray 2024-12-18T03:14:14.9731149Z [ OK ] MakeUniqueTest.CanConstructUniquePtrOfArray (0 ms) 2024-12-18T03:14:14.9731917Z [----------] 3 tests from MakeUniqueTest (0 ms total) 2024-12-18T03:14:14.9732287Z 2024-12-18T03:14:14.9732507Z [----------] 2 tests from MetaTensorTest 2024-12-18T03:14:14.9732830Z [ RUN ] MetaTensorTest.MetaDeviceApi 2024-12-18T03:14:14.9733276Z [ OK ] MetaTensorTest.MetaDeviceApi (0 ms) 2024-12-18T03:14:14.9733646Z [ RUN ] MetaTensorTest.MetaNamespaceApi 2024-12-18T03:14:14.9734075Z [ OK ] MetaTensorTest.MetaNamespaceApi (0 ms) 2024-12-18T03:14:14.9734466Z [----------] 2 tests from MetaTensorTest (0 ms total) 2024-12-18T03:14:14.9734702Z 2024-12-18T03:14:14.9734852Z [----------] 2 tests from UtilsTest 2024-12-18T03:14:14.9735289Z [ RUN ] UtilsTest.WarnOnce 2024-12-18T03:14:14.9735607Z [ OK ] UtilsTest.WarnOnce (0 ms) 2024-12-18T03:14:14.9736026Z [ RUN ] UtilsTest.AmbiguousOperatorDefaults 2024-12-18T03:14:14.9736417Z [ OK ] UtilsTest.AmbiguousOperatorDefaults (0 ms) 2024-12-18T03:14:14.9736871Z [----------] 2 tests from UtilsTest (0 ms total) 2024-12-18T03:14:14.9737096Z 2024-12-18T03:14:14.9737216Z [----------] 1 test from NoGradTest 2024-12-18T03:14:14.9737606Z [ RUN ] NoGradTest.SetsGradModeCorrectly 2024-12-18T03:14:14.9737984Z [ OK ] NoGradTest.SetsGradModeCorrectly (0 ms) 2024-12-18T03:14:14.9738423Z [----------] 1 test from NoGradTest (0 ms total) 2024-12-18T03:14:14.9738644Z 2024-12-18T03:14:14.9738764Z [----------] 3 tests from AutogradTest 2024-12-18T03:14:14.9739128Z [ RUN ] AutogradTest.CanTakeDerivatives 2024-12-18T03:14:14.9739546Z [ OK ] AutogradTest.CanTakeDerivatives (0 ms) 2024-12-18T03:14:14.9740012Z [ RUN ] AutogradTest.CanTakeDerivativesOfZeroDimTensors 2024-12-18T03:14:14.9740528Z [ OK ] AutogradTest.CanTakeDerivativesOfZeroDimTensors (0 ms) 2024-12-18T03:14:14.9741057Z [ RUN ] AutogradTest.CanPassCustomGradientInputs 2024-12-18T03:14:14.9741536Z [ OK ] AutogradTest.CanPassCustomGradientInputs (0 ms) 2024-12-18T03:14:14.9742029Z [----------] 3 tests from AutogradTest (0 ms total) 2024-12-18T03:14:14.9742260Z 2024-12-18T03:14:14.9742394Z [----------] 1 test from OptionalArrayRefTest 2024-12-18T03:14:14.9742850Z [ RUN ] OptionalArrayRefTest.DanglingPointerFix 2024-12-18T03:14:14.9743271Z [ OK ] OptionalArrayRefTest.DanglingPointerFix (0 ms) 2024-12-18T03:14:14.9743770Z [----------] 1 test from OptionalArrayRefTest (0 ms total) 2024-12-18T03:14:14.9744018Z 2024-12-18T03:14:14.9744133Z [----------] 55 tests from ModuleTest 2024-12-18T03:14:14.9744569Z [ RUN ] ModuleTest.CanEnableAndDisableTrainingMode 2024-12-18T03:14:14.9745005Z [ OK ] ModuleTest.CanEnableAndDisableTrainingMode (0 ms) 2024-12-18T03:14:14.9745483Z [ RUN ] ModuleTest.ZeroGrad 2024-12-18T03:14:14.9745785Z [ OK ] ModuleTest.ZeroGrad (0 ms) 2024-12-18T03:14:14.9746202Z [ RUN ] ModuleTest.ZeroGradWithUndefined 2024-12-18T03:14:14.9746598Z [ OK ] ModuleTest.ZeroGradWithUndefined (0 ms) 2024-12-18T03:14:14.9747103Z [ RUN ] ModuleTest.RegisterModuleThrowsForEmptyOrDottedName 2024-12-18T03:14:14.9747657Z [ OK ] ModuleTest.RegisterModuleThrowsForEmptyOrDottedName (0 ms) 2024-12-18T03:14:14.9748246Z [ RUN ] ModuleTest.RegisterModuleThrowsForDuplicateModuleName 2024-12-18T03:14:14.9748856Z [ OK ] ModuleTest.RegisterModuleThrowsForDuplicateModuleName (0 ms) 2024-12-18T03:14:14.9749432Z [ RUN ] ModuleTest.ReplaceModuleThrowsForUnknownModuleName 2024-12-18T03:14:14.9749980Z [ OK ] ModuleTest.ReplaceModuleThrowsForUnknownModuleName (0 ms) 2024-12-18T03:14:14.9750475Z [ RUN ] ModuleTest.ReplaceModule 2024-12-18T03:14:14.9750811Z [ OK ] ModuleTest.ReplaceModule (0 ms) 2024-12-18T03:14:14.9751228Z [ RUN ] ModuleTest.UnregisterModule 2024-12-18T03:14:14.9751581Z [ OK ] ModuleTest.UnregisterModule (0 ms) 2024-12-18T03:14:14.9752088Z [ RUN ] ModuleTest.RegisterParameterThrowsForEmptyOrDottedName 2024-12-18T03:14:14.9752635Z [ OK ] ModuleTest.RegisterParameterThrowsForEmptyOrDottedName (0 ms) 2024-12-18T03:14:14.9753370Z [ RUN ] ModuleTest.RegisterParameterThrowsForDuplicateModuleName 2024-12-18T03:14:14.9761795Z [ OK ] ModuleTest.RegisterParameterThrowsForDuplicateModuleName (0 ms) 2024-12-18T03:14:14.9762380Z [ RUN ] ModuleTest.RegisterParameterUndefinedTensor 2024-12-18T03:14:14.9762925Z [ OK ] ModuleTest.RegisterParameterUndefinedTensor (0 ms) 2024-12-18T03:14:14.9763398Z [ RUN ] ModuleTest.RegisterBufferThrowsForEmptyOrDottedName 2024-12-18T03:14:14.9763914Z [ OK ] ModuleTest.RegisterBufferThrowsForEmptyOrDottedName (0 ms) 2024-12-18T03:14:14.9764445Z [ RUN ] ModuleTest.RegisterBufferThrowsForDuplicateModuleName 2024-12-18T03:14:14.9765099Z [ OK ] ModuleTest.RegisterBufferThrowsForDuplicateModuleName (0 ms) 2024-12-18T03:14:14.9765583Z [ RUN ] ModuleTest.CanGetName 2024-12-18T03:14:14.9765901Z [ OK ] ModuleTest.CanGetName (0 ms) 2024-12-18T03:14:14.9766247Z [ RUN ] ModuleTest.AsCastsModulesCorrectly 2024-12-18T03:14:14.9766645Z [ OK ] ModuleTest.AsCastsModulesCorrectly (0 ms) 2024-12-18T03:14:14.9767110Z [ RUN ] ModuleTest.DeviceOrDtypeConversionSkipsUndefinedTensor 2024-12-18T03:14:14.9767671Z [ OK ] ModuleTest.DeviceOrDtypeConversionSkipsUndefinedTensor (0 ms) 2024-12-18T03:14:14.9768245Z [ RUN ] ModuleTest.DeviceOrDtypeConversionSkipsUndefinedTensor_CUDA 2024-12-18T03:14:14.9768837Z [ OK ] ModuleTest.DeviceOrDtypeConversionSkipsUndefinedTensor_CUDA (0 ms) 2024-12-18T03:14:14.9769425Z [ RUN ] ModuleTest.ParametersAndBuffersAccessorSkipsUndefinedTensor 2024-12-18T03:14:14.9770025Z [ OK ] ModuleTest.ParametersAndBuffersAccessorSkipsUndefinedTensor (0 ms) 2024-12-18T03:14:14.9770634Z [ RUN ] ModuleTest.CallingCloneOnModuleThatDoesNotOverrideCloneThrows 2024-12-18T03:14:14.9771253Z [ OK ] ModuleTest.CallingCloneOnModuleThatDoesNotOverrideCloneThrows (0 ms) 2024-12-18T03:14:14.9771891Z [ RUN ] ModuleTest.CallingCloneOnModuleThatDoesOverrideCloneDoesNotThrow 2024-12-18T03:14:14.9772631Z [ OK ] ModuleTest.CallingCloneOnModuleThatDoesOverrideCloneDoesNotThrow (0 ms) 2024-12-18T03:14:14.9773193Z [ RUN ] ModuleTest.CloneCreatesDistinctParameters 2024-12-18T03:14:14.9773624Z [ OK ] ModuleTest.CloneCreatesDistinctParameters (0 ms) 2024-12-18T03:14:14.9774135Z [ RUN ] ModuleTest.CloneCreatesDistinctParametersExplicitDevice_CUDA 2024-12-18T03:14:14.9781296Z [ OK ] ModuleTest.CloneCreatesDistinctParametersExplicitDevice_CUDA (2 ms) 2024-12-18T03:14:14.9781861Z [ RUN ] ModuleTest.ClonePreservesExternalReferences 2024-12-18T03:14:14.9782613Z [ OK ] ModuleTest.ClonePreservesExternalReferences (0 ms) 2024-12-18T03:14:14.9783107Z [ RUN ] ModuleTest.CloneCopiesTheValuesOfVariablesOfSubmodules 2024-12-18T03:14:14.9783663Z [ OK ] ModuleTest.CloneCopiesTheValuesOfVariablesOfSubmodules (0 ms) 2024-12-18T03:14:14.9784237Z [ RUN ] ModuleTest.CloneToDevicePreservesTheDeviceOfParameters_CUDA 2024-12-18T03:14:14.9787795Z [ OK ] ModuleTest.CloneToDevicePreservesTheDeviceOfParameters_CUDA (0 ms) 2024-12-18T03:14:14.9788427Z [ RUN ] ModuleTest.HasCorrectNumberOfParameters 2024-12-18T03:14:14.9789021Z [ OK ] ModuleTest.HasCorrectNumberOfParameters (0 ms) 2024-12-18T03:14:14.9789491Z [ RUN ] ModuleTest.ContainsParametersWithTheCorrectName 2024-12-18T03:14:14.9790128Z [ OK ] ModuleTest.ContainsParametersWithTheCorrectName (0 ms) 2024-12-18T03:14:14.9790724Z [ RUN ] ModuleTest.HasCorrectNumberOfBuffers 2024-12-18T03:14:14.9791267Z [ OK ] ModuleTest.HasCorrectNumberOfBuffers (0 ms) 2024-12-18T03:14:14.9791829Z [ RUN ] ModuleTest.ContainsBuffersWithTheCorrectName 2024-12-18T03:14:14.9792301Z [ OK ] ModuleTest.ContainsBuffersWithTheCorrectName (0 ms) 2024-12-18T03:14:14.9793010Z [ RUN ] ModuleTest.DefaultConstructorOfModuleHolderCallsDefaultConstructorOfImpl 2024-12-18T03:14:14.9793861Z [ OK ] ModuleTest.DefaultConstructorOfModuleHolderCallsDefaultConstructorOfImpl (0 ms) 2024-12-18T03:14:14.9794852Z [ RUN ] ModuleTest.ValueConstructorOfModuleHolderCallsCorrectConstructorInImpl 2024-12-18T03:14:14.9796003Z [ OK ] ModuleTest.ValueConstructorOfModuleHolderCallsCorrectConstructorInImpl (0 ms) 2024-12-18T03:14:14.9796995Z [ RUN ] ModuleTest.NullptrConstructorLeavesTheModuleHolderInEmptyState 2024-12-18T03:14:14.9797803Z [ OK ] ModuleTest.NullptrConstructorLeavesTheModuleHolderInEmptyState (0 ms) 2024-12-18T03:14:14.9798567Z [ RUN ] ModuleTest.ModulesReturnsExpectedSubmodulesForFlatModel 2024-12-18T03:14:14.9799256Z [ OK ] ModuleTest.ModulesReturnsExpectedSubmodulesForFlatModel (0 ms) 2024-12-18T03:14:14.9799836Z [ RUN ] ModuleTest.ModulesExcludesSelfWhenIncludeSelfSetToFalse 2024-12-18T03:14:14.9800705Z [ OK ] ModuleTest.ModulesExcludesSelfWhenIncludeSelfSetToFalse (0 ms) 2024-12-18T03:14:14.9801414Z [ RUN ] ModuleTest.NamedModulesReturnsExpectedNamedSubmodulesForFlatModel 2024-12-18T03:14:14.9802428Z [ OK ] ModuleTest.NamedModulesReturnsExpectedNamedSubmodulesForFlatModel (0 ms) 2024-12-18T03:14:14.9803230Z [ RUN ] ModuleTest.NamedModulesExcludesSelfWhenIncludeSelfSetToFalse 2024-12-18T03:14:14.9803863Z [ OK ] ModuleTest.NamedModulesExcludesSelfWhenIncludeSelfSetToFalse (0 ms) 2024-12-18T03:14:14.9804472Z [ RUN ] ModuleTest.ChildrenReturnsExpectedSubmodulesForFlatModel 2024-12-18T03:14:14.9805049Z [ OK ] ModuleTest.ChildrenReturnsExpectedSubmodulesForFlatModel (0 ms) 2024-12-18T03:14:14.9805732Z [ RUN ] ModuleTest.NamedChildrenReturnsExpectedNamedSubmodulesForFlatModel 2024-12-18T03:14:14.9806420Z [ OK ] ModuleTest.NamedChildrenReturnsExpectedNamedSubmodulesForFlatModel (0 ms) 2024-12-18T03:14:14.9807048Z [ RUN ] ModuleTest.ParametersReturnsExpectedTensorsForFlatModel 2024-12-18T03:14:14.9807618Z [ OK ] ModuleTest.ParametersReturnsExpectedTensorsForFlatModel (0 ms) 2024-12-18T03:14:14.9808209Z [ RUN ] ModuleTest.NamedParametersReturnsExpectedTensorsForFlatModel 2024-12-18T03:14:14.9808856Z [ OK ] ModuleTest.NamedParametersReturnsExpectedTensorsForFlatModel (0 ms) 2024-12-18T03:14:14.9809439Z [ RUN ] ModuleTest.BuffersReturnsExpectedTensorsForFlatModel 2024-12-18T03:14:14.9810038Z [ OK ] ModuleTest.BuffersReturnsExpectedTensorsForFlatModel (0 ms) 2024-12-18T03:14:14.9810604Z [ RUN ] ModuleTest.NamedBuffersReturnsExpectedTensorsForFlatModel 2024-12-18T03:14:14.9811190Z [ OK ] ModuleTest.NamedBuffersReturnsExpectedTensorsForFlatModel (0 ms) 2024-12-18T03:14:14.9811806Z [ RUN ] ModuleTest.ModulesReturnsExpectedSubmodulesForDeepModel 2024-12-18T03:14:14.9812392Z [ OK ] ModuleTest.ModulesReturnsExpectedSubmodulesForDeepModel (0 ms) 2024-12-18T03:14:14.9813314Z [ RUN ] ModuleTest.NamedModulesReturnsExpectedNamedSubmodulesForDeepModel 2024-12-18T03:14:14.9814009Z [ OK ] ModuleTest.NamedModulesReturnsExpectedNamedSubmodulesForDeepModel (0 ms) 2024-12-18T03:14:14.9814642Z [ RUN ] ModuleTest.ChildrensReturnsExpectedSubmodulesForDeepModel 2024-12-18T03:14:14.9815238Z [ OK ] ModuleTest.ChildrensReturnsExpectedSubmodulesForDeepModel (0 ms) 2024-12-18T03:14:14.9815894Z [ RUN ] ModuleTest.NamedChildrensReturnsExpectedNamedSubmodulesForDeepModel 2024-12-18T03:14:14.9816601Z [ OK ] ModuleTest.NamedChildrensReturnsExpectedNamedSubmodulesForDeepModel (0 ms) 2024-12-18T03:14:14.9817184Z [ RUN ] ModuleTest.ModuleApplyIteratesCorreclty 2024-12-18T03:14:14.9817612Z [ OK ] ModuleTest.ModuleApplyIteratesCorreclty (0 ms) 2024-12-18T03:14:14.9818048Z [ RUN ] ModuleTest.ConstModuleApplyIteratesCorreclty 2024-12-18T03:14:14.9818504Z [ OK ] ModuleTest.ConstModuleApplyIteratesCorreclty (0 ms) 2024-12-18T03:14:14.9818974Z [ RUN ] ModuleTest.NamedModuleApplyIteratesCorreclty 2024-12-18T03:14:14.9819431Z [ OK ] ModuleTest.NamedModuleApplyIteratesCorreclty (0 ms) 2024-12-18T03:14:14.9819909Z [ RUN ] ModuleTest.ConstNamedModuleApplyIteratesCorreclty 2024-12-18T03:14:14.9820415Z [ OK ] ModuleTest.ConstNamedModuleApplyIteratesCorreclty (0 ms) 2024-12-18T03:14:14.9820906Z [ RUN ] ModuleTest.ModulePointerApplyIteratesCorreclty 2024-12-18T03:14:14.9821593Z [ OK ] ModuleTest.ModulePointerApplyIteratesCorreclty (0 ms) 2024-12-18T03:14:14.9822148Z [ RUN ] ModuleTest.NamedModulePointerApplyIteratesCorreclty 2024-12-18T03:14:14.9822669Z [ OK ] ModuleTest.NamedModulePointerApplyIteratesCorreclty (0 ms) 2024-12-18T03:14:14.9823318Z [ RUN ] ModuleTest.ThrowsWhenAttemptingtoGetTopLevelModuleAsSharedPtr 2024-12-18T03:14:14.9823951Z [ OK ] ModuleTest.ThrowsWhenAttemptingtoGetTopLevelModuleAsSharedPtr (0 ms) 2024-12-18T03:14:14.9824442Z [ RUN ] ModuleTest.PrettyPrint 2024-12-18T03:14:14.9825672Z [ OK ] ModuleTest.PrettyPrint (0 ms) 2024-12-18T03:14:14.9826126Z [ RUN ] ModuleTest.CanCallForwardOnNonTensorForwardThroughPimpl 2024-12-18T03:14:14.9826747Z [ OK ] ModuleTest.CanCallForwardOnNonTensorForwardThroughPimpl (0 ms) 2024-12-18T03:14:14.9827238Z [----------] 55 tests from ModuleTest (6 ms total) 2024-12-18T03:14:14.9827470Z 2024-12-18T03:14:14.9827601Z [----------] 14 tests from ModuleDictTest 2024-12-18T03:14:14.9827948Z [ RUN ] ModuleDictTest.ConstructsFromList 2024-12-18T03:14:14.9828397Z [ OK ] ModuleDictTest.ConstructsFromList (0 ms) 2024-12-18T03:14:14.9828803Z [ RUN ] ModuleDictTest.ConstructsFromordereddict 2024-12-18T03:14:14.9829242Z [ OK ] ModuleDictTest.ConstructsFromordereddict (0 ms) 2024-12-18T03:14:14.9829695Z [ RUN ] ModuleDictTest.UpdatePopClearContains 2024-12-18T03:14:14.9830197Z [ OK ] ModuleDictTest.UpdatePopClearContains (0 ms) 2024-12-18T03:14:14.9830668Z [ RUN ] ModuleDictTest.UpdateExist 2024-12-18T03:14:14.9831139Z [ OK ] ModuleDictTest.UpdateExist (0 ms) 2024-12-18T03:14:14.9831637Z [ RUN ] ModuleDictTest.Keys 2024-12-18T03:14:14.9831945Z [ OK ] ModuleDictTest.Keys (0 ms) 2024-12-18T03:14:14.9832261Z [ RUN ] ModuleDictTest.Values 2024-12-18T03:14:14.9832578Z [ OK ] ModuleDictTest.Values (0 ms) 2024-12-18T03:14:14.9833032Z [ RUN ] ModuleDictTest.SanityCheckForHoldingStandardModules 2024-12-18T03:14:14.9833570Z [ OK ] ModuleDictTest.SanityCheckForHoldingStandardModules (0 ms) 2024-12-18T03:14:14.9834037Z [ RUN ] ModuleDictTest.HasReferenceSemantics 2024-12-18T03:14:14.9834431Z [ OK ] ModuleDictTest.HasReferenceSemantics (0 ms) 2024-12-18T03:14:14.9834806Z [ RUN ] ModuleDictTest.IsCloneable 2024-12-18T03:14:14.9835169Z [ OK ] ModuleDictTest.IsCloneable (0 ms) 2024-12-18T03:14:14.9835527Z [ RUN ] ModuleDictTest.IsCloneable_CUDA 2024-12-18T03:14:14.9835887Z [ OK ] ModuleDictTest.IsCloneable_CUDA (1 ms) 2024-12-18T03:14:14.9836293Z [ RUN ] ModuleDictTest.RegistersElementsAsSubmodules 2024-12-18T03:14:14.9836744Z [ OK ] ModuleDictTest.RegistersElementsAsSubmodules (0 ms) 2024-12-18T03:14:14.9837169Z [ RUN ] ModuleDictTest.CloneToDevice_CUDA 2024-12-18T03:14:14.9837581Z [ OK ] ModuleDictTest.CloneToDevice_CUDA (0 ms) 2024-12-18T03:14:14.9837993Z [ RUN ] ModuleDictTest.PrettyPrintModuleDict 2024-12-18T03:14:14.9838402Z [ OK ] ModuleDictTest.PrettyPrintModuleDict (0 ms) 2024-12-18T03:14:14.9838777Z [ RUN ] ModuleDictTest.InvalidAt 2024-12-18T03:14:14.9839107Z [ OK ] ModuleDictTest.InvalidAt (0 ms) 2024-12-18T03:14:14.9839466Z [----------] 14 tests from ModuleDictTest (2 ms total) 2024-12-18T03:14:14.9839708Z 2024-12-18T03:14:14.9839826Z [----------] 17 tests from ModuleListTest 2024-12-18T03:14:14.9840200Z [ RUN ] ModuleListTest.ConstructsFromSharedPointer 2024-12-18T03:14:14.9840698Z [ OK ] ModuleListTest.ConstructsFromSharedPointer (0 ms) 2024-12-18T03:14:14.9841135Z [ RUN ] ModuleListTest.ConstructsFromConcreteType 2024-12-18T03:14:14.9841615Z [ OK ] ModuleListTest.ConstructsFromConcreteType (0 ms) 2024-12-18T03:14:14.9842098Z [ RUN ] ModuleListTest.ConstructsFromModuleHolder 2024-12-18T03:14:14.9842530Z [ OK ] ModuleListTest.ConstructsFromModuleHolder (0 ms) 2024-12-18T03:14:14.9843213Z [ RUN ] ModuleListTest.PushBackAddsAnElement 2024-12-18T03:14:14.9843747Z [ OK ] ModuleListTest.PushBackAddsAnElement (0 ms) 2024-12-18T03:14:14.9844278Z [ RUN ] ModuleListTest.Insertion 2024-12-18T03:14:14.9844657Z [ OK ] ModuleListTest.Insertion (0 ms) 2024-12-18T03:14:14.9845000Z [ RUN ] ModuleListTest.AccessWithAt 2024-12-18T03:14:14.9845350Z [ OK ] ModuleListTest.AccessWithAt (0 ms) 2024-12-18T03:14:14.9845701Z [ RUN ] ModuleListTest.AccessWithPtr 2024-12-18T03:14:14.9846048Z [ OK ] ModuleListTest.AccessWithPtr (0 ms) 2024-12-18T03:14:14.9846481Z [ RUN ] ModuleListTest.SanityCheckForHoldingStandardModules 2024-12-18T03:14:14.9847047Z [ OK ] ModuleListTest.SanityCheckForHoldingStandardModules (0 ms) 2024-12-18T03:14:14.9847584Z [ RUN ] ModuleListTest.ExtendPushesModulesFromOtherModuleList 2024-12-18T03:14:14.9848128Z [ OK ] ModuleListTest.ExtendPushesModulesFromOtherModuleList (0 ms) 2024-12-18T03:14:14.9848602Z [ RUN ] ModuleListTest.HasReferenceSemantics 2024-12-18T03:14:14.9848998Z [ OK ] ModuleListTest.HasReferenceSemantics (0 ms) 2024-12-18T03:14:14.9849374Z [ RUN ] ModuleListTest.IsCloneable 2024-12-18T03:14:14.9849739Z [ OK ] ModuleListTest.IsCloneable (0 ms) 2024-12-18T03:14:14.9850133Z [ RUN ] ModuleListTest.RegistersElementsAsSubmodules 2024-12-18T03:14:14.9850588Z [ OK ] ModuleListTest.RegistersElementsAsSubmodules (0 ms) 2024-12-18T03:14:14.9851001Z [ RUN ] ModuleListTest.NestingIsPossible 2024-12-18T03:14:14.9851378Z [ OK ] ModuleListTest.NestingIsPossible (0 ms) 2024-12-18T03:14:14.9851755Z [ RUN ] ModuleListTest.CloneToDevice_CUDA 2024-12-18T03:14:14.9852132Z [ OK ] ModuleListTest.CloneToDevice_CUDA (0 ms) 2024-12-18T03:14:14.9852519Z [ RUN ] ModuleListTest.PrettyPrintModuleList 2024-12-18T03:14:14.9852915Z [ OK ] ModuleListTest.PrettyPrintModuleList (0 ms) 2024-12-18T03:14:14.9853301Z [ RUN ] ModuleListTest.RangeBasedForLoop 2024-12-18T03:14:14.9853677Z [ OK ] ModuleListTest.RangeBasedForLoop (0 ms) 2024-12-18T03:14:14.9854040Z [ RUN ] ModuleListTest.InvalidAt 2024-12-18T03:14:14.9854372Z [ OK ] ModuleListTest.InvalidAt (0 ms) 2024-12-18T03:14:14.9854733Z [----------] 17 tests from ModuleListTest (1 ms total) 2024-12-18T03:14:14.9854974Z 2024-12-18T03:14:14.9855091Z [----------] 262 tests from ModulesTest 2024-12-18T03:14:14.9855402Z [ RUN ] ModulesTest.Conv1d 2024-12-18T03:14:14.9859812Z [ OK ] ModulesTest.Conv1d (1 ms) 2024-12-18T03:14:14.9860169Z [ RUN ] ModulesTest.Conv1dSameStrided 2024-12-18T03:14:14.9860530Z [ OK ] ModulesTest.Conv1dSameStrided (0 ms) 2024-12-18T03:14:14.9860880Z [ RUN ] ModulesTest.Conv1dIvalidArg 2024-12-18T03:14:14.9861240Z [ OK ] ModulesTest.Conv1dIvalidArg (0 ms) 2024-12-18T03:14:14.9861583Z [ RUN ] ModulesTest.Conv2dEven 2024-12-18T03:14:14.9864112Z [ OK ] ModulesTest.Conv2dEven (0 ms) 2024-12-18T03:14:14.9864451Z [ RUN ] ModulesTest.Conv2dUneven 2024-12-18T03:14:14.9866965Z [ OK ] ModulesTest.Conv2dUneven (0 ms) 2024-12-18T03:14:14.9867343Z [ RUN ] ModulesTest.Conv2dSameStrided 2024-12-18T03:14:14.9868208Z [ OK ] ModulesTest.Conv2dSameStrided (0 ms) 2024-12-18T03:14:14.9868615Z [ RUN ] ModulesTest.Conv3d 2024-12-18T03:14:14.9873044Z [ OK ] ModulesTest.Conv3d (0 ms) 2024-12-18T03:14:14.9873409Z [ RUN ] ModulesTest.Conv3dSameStrided 2024-12-18T03:14:14.9873850Z [ OK ] ModulesTest.Conv3dSameStrided (0 ms) 2024-12-18T03:14:14.9874211Z [ RUN ] ModulesTest.ConvTranspose1d 2024-12-18T03:14:14.9881097Z [ OK ] ModulesTest.ConvTranspose1d (0 ms) 2024-12-18T03:14:14.9881472Z [ RUN ] ModulesTest.ConvTranspose2dEven 2024-12-18T03:14:14.9886033Z [ OK ] ModulesTest.ConvTranspose2dEven (0 ms) 2024-12-18T03:14:14.9886424Z [ RUN ] ModulesTest.ConvTranspose2dUneven 2024-12-18T03:14:14.9889759Z [ OK ] ModulesTest.ConvTranspose2dUneven (0 ms) 2024-12-18T03:14:14.9890141Z [ RUN ] ModulesTest.ConvTranspose3d 2024-12-18T03:14:14.9893038Z [ OK ] ModulesTest.ConvTranspose3d (0 ms) 2024-12-18T03:14:14.9893593Z [ RUN ] ModulesTest.MaxPool1d 2024-12-18T03:14:14.9895209Z [ OK ] ModulesTest.MaxPool1d (0 ms) 2024-12-18T03:14:14.9895685Z [ RUN ] ModulesTest.MaxPool1dReturnIndices 2024-12-18T03:14:14.9896687Z [ OK ] ModulesTest.MaxPool1dReturnIndices (0 ms) 2024-12-18T03:14:14.9897052Z [ RUN ] ModulesTest.MaxPool2dEven 2024-12-18T03:14:14.9898092Z [ OK ] ModulesTest.MaxPool2dEven (0 ms) 2024-12-18T03:14:14.9898511Z [ RUN ] ModulesTest.MaxPool2dUneven 2024-12-18T03:14:14.9900042Z [ OK ] ModulesTest.MaxPool2dUneven (0 ms) 2024-12-18T03:14:14.9900514Z [ RUN ] ModulesTest.MaxPool2dReturnIndices 2024-12-18T03:14:14.9901620Z [ OK ] ModulesTest.MaxPool2dReturnIndices (0 ms) 2024-12-18T03:14:14.9902057Z [ RUN ] ModulesTest.MaxPool3d 2024-12-18T03:14:14.9903735Z [ OK ] ModulesTest.MaxPool3d (0 ms) 2024-12-18T03:14:14.9904192Z [ RUN ] ModulesTest.MaxPool3dReturnIndices 2024-12-18T03:14:14.9905657Z [ OK ] ModulesTest.MaxPool3dReturnIndices (0 ms) 2024-12-18T03:14:14.9906095Z [ RUN ] ModulesTest.AvgPool1d 2024-12-18T03:14:14.9907671Z [ OK ] ModulesTest.AvgPool1d (0 ms) 2024-12-18T03:14:14.9908101Z [ RUN ] ModulesTest.AvgPool2dEven 2024-12-18T03:14:14.9908839Z [ OK ] ModulesTest.AvgPool2dEven (0 ms) 2024-12-18T03:14:14.9909255Z [ RUN ] ModulesTest.AvgPool2dUneven 2024-12-18T03:14:14.9910743Z [ OK ] ModulesTest.AvgPool2dUneven (0 ms) 2024-12-18T03:14:14.9911179Z [ RUN ] ModulesTest.AvgPool3d 2024-12-18T03:14:14.9912205Z [ OK ] ModulesTest.AvgPool3d (0 ms) 2024-12-18T03:14:14.9912550Z [ RUN ] ModulesTest.FractionalMaxPool2d 2024-12-18T03:14:14.9914610Z [ OK ] ModulesTest.FractionalMaxPool2d (0 ms) 2024-12-18T03:14:14.9915106Z [ RUN ] ModulesTest.FractionalMaxPool2dReturnIndices 2024-12-18T03:14:14.9916699Z [ OK ] ModulesTest.FractionalMaxPool2dReturnIndices (0 ms) 2024-12-18T03:14:14.9917224Z [ RUN ] ModulesTest.FractionalMaxPool3d 2024-12-18T03:14:14.9918199Z [ OK ] ModulesTest.FractionalMaxPool3d (0 ms) 2024-12-18T03:14:14.9918615Z [ RUN ] ModulesTest.FractionalMaxPool3dReturnIndices 2024-12-18T03:14:14.9920384Z [ OK ] ModulesTest.FractionalMaxPool3dReturnIndices (0 ms) 2024-12-18T03:14:14.9920873Z [ RUN ] ModulesTest.LPPool1d 2024-12-18T03:14:14.9921651Z [ OK ] ModulesTest.LPPool1d (0 ms) 2024-12-18T03:14:14.9921976Z [ RUN ] ModulesTest.LPPool2d 2024-12-18T03:14:14.9922922Z [ OK ] ModulesTest.LPPool2d (0 ms) 2024-12-18T03:14:14.9923314Z [ RUN ] ModulesTest.LPPool3d 2024-12-18T03:14:14.9924729Z [ OK ] ModulesTest.LPPool3d (0 ms) 2024-12-18T03:14:14.9925132Z [ RUN ] ModulesTest.Identity 2024-12-18T03:14:14.9925822Z [ OK ] ModulesTest.Identity (0 ms) 2024-12-18T03:14:14.9926142Z [ RUN ] ModulesTest.Flatten 2024-12-18T03:14:14.9928717Z [ OK ] ModulesTest.Flatten (0 ms) 2024-12-18T03:14:14.9929121Z [ RUN ] ModulesTest.Unflatten 2024-12-18T03:14:14.9930124Z [W1218 03:14:14.961461214 TensorImpl.h:1935] Warning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (function operator()) 2024-12-18T03:14:14.9931141Z [ OK ] ModulesTest.Unflatten (0 ms) 2024-12-18T03:14:14.9931489Z [ RUN ] ModulesTest.AdaptiveMaxPool1d 2024-12-18T03:14:14.9932370Z [ OK ] ModulesTest.AdaptiveMaxPool1d (0 ms) 2024-12-18T03:14:14.9932855Z [ RUN ] ModulesTest.AdaptiveMaxPool1dReturnIndices 2024-12-18T03:14:14.9934465Z [ OK ] ModulesTest.AdaptiveMaxPool1dReturnIndices (0 ms) 2024-12-18T03:14:14.9934909Z [ RUN ] ModulesTest.AdaptiveMaxPool2dEven 2024-12-18T03:14:14.9936467Z [ OK ] ModulesTest.AdaptiveMaxPool2dEven (0 ms) 2024-12-18T03:14:14.9936894Z [ RUN ] ModulesTest.AdaptiveMaxPool2dUneven 2024-12-18T03:14:14.9938430Z [ OK ] ModulesTest.AdaptiveMaxPool2dUneven (0 ms) 2024-12-18T03:14:14.9938899Z [ RUN ] ModulesTest.AdaptiveMaxPool2dReturnIndicesEven 2024-12-18T03:14:14.9941203Z [ OK ] ModulesTest.AdaptiveMaxPool2dReturnIndicesEven (0 ms) 2024-12-18T03:14:14.9941824Z [ RUN ] ModulesTest.AdaptiveMaxPool2dReturnIndicesUneven 2024-12-18T03:14:14.9943869Z [ OK ] ModulesTest.AdaptiveMaxPool2dReturnIndicesUneven (0 ms) 2024-12-18T03:14:14.9944318Z [ RUN ] ModulesTest.AdaptiveMaxPool3d 2024-12-18T03:14:14.9945956Z [ OK ] ModulesTest.AdaptiveMaxPool3d (0 ms) 2024-12-18T03:14:14.9946396Z [ RUN ] ModulesTest.AdaptiveMaxPool3dReturnIndices 2024-12-18T03:14:14.9949273Z [ OK ] ModulesTest.AdaptiveMaxPool3dReturnIndices (0 ms) 2024-12-18T03:14:14.9949695Z [ RUN ] ModulesTest.AdaptiveAvgPool1d 2024-12-18T03:14:14.9951412Z [ OK ] ModulesTest.AdaptiveAvgPool1d (0 ms) 2024-12-18T03:14:14.9951798Z [ RUN ] ModulesTest.AdaptiveAvgPool2dEven 2024-12-18T03:14:14.9953403Z [ OK ] ModulesTest.AdaptiveAvgPool2dEven (0 ms) 2024-12-18T03:14:14.9953858Z [ RUN ] ModulesTest.AdaptiveAvgPool2dUneven 2024-12-18T03:14:14.9955035Z [ OK ] ModulesTest.AdaptiveAvgPool2dUneven (0 ms) 2024-12-18T03:14:14.9955417Z [ RUN ] ModulesTest.AdaptiveAvgPool3d 2024-12-18T03:14:14.9957549Z [ OK ] ModulesTest.AdaptiveAvgPool3d (0 ms) 2024-12-18T03:14:14.9957941Z [ RUN ] ModulesTest.MaxUnpool1d 2024-12-18T03:14:14.9959788Z [ OK ] ModulesTest.MaxUnpool1d (0 ms) 2024-12-18T03:14:14.9960189Z [ RUN ] ModulesTest.MaxPool1d_MaxUnpool1d 2024-12-18T03:14:14.9962899Z [ OK ] ModulesTest.MaxPool1d_MaxUnpool1d (0 ms) 2024-12-18T03:14:14.9963317Z [ RUN ] ModulesTest.MaxUnpool2d 2024-12-18T03:14:14.9965617Z [ OK ] ModulesTest.MaxUnpool2d (0 ms) 2024-12-18T03:14:14.9966067Z [ RUN ] ModulesTest.MaxPool2d_MaxUnpool2d 2024-12-18T03:14:14.9968120Z [ OK ] ModulesTest.MaxPool2d_MaxUnpool2d (0 ms) 2024-12-18T03:14:14.9968583Z [ RUN ] ModulesTest.MaxUnpool3d 2024-12-18T03:14:14.9969594Z [ OK ] ModulesTest.MaxUnpool3d (0 ms) 2024-12-18T03:14:14.9969957Z [ RUN ] ModulesTest.MaxUnpool3dOutputSize 2024-12-18T03:14:14.9972528Z [ OK ] ModulesTest.MaxUnpool3dOutputSize (0 ms) 2024-12-18T03:14:14.9972980Z [ RUN ] ModulesTest.MaxPool3d_MaxUnpool3d 2024-12-18T03:14:15.0998071Z [ OK ] ModulesTest.MaxPool3d_MaxUnpool3d (102 ms) 2024-12-18T03:14:15.0998783Z [ RUN ] ModulesTest.Linear 2024-12-18T03:14:15.1002103Z [ OK ] ModulesTest.Linear (0 ms) 2024-12-18T03:14:15.1002478Z [ RUN ] ModulesTest.LocalResponseNorm 2024-12-18T03:14:15.1007069Z [ OK ] ModulesTest.LocalResponseNorm (0 ms) 2024-12-18T03:14:15.1007463Z [ RUN ] ModulesTest.LayerNorm 2024-12-18T03:14:15.1009057Z [ OK ] ModulesTest.LayerNorm (0 ms) 2024-12-18T03:14:15.1009469Z [ RUN ] ModulesTest.GroupNorm 2024-12-18T03:14:15.1012284Z [ OK ] ModulesTest.GroupNorm (0 ms) 2024-12-18T03:14:15.1012654Z [ RUN ] ModulesTest.Bilinear 2024-12-18T03:14:15.1015954Z [ OK ] ModulesTest.Bilinear (0 ms) 2024-12-18T03:14:15.1016340Z [ RUN ] ModulesTest.Fold 2024-12-18T03:14:15.1018971Z [ OK ] ModulesTest.Fold (0 ms) 2024-12-18T03:14:15.1019327Z [ RUN ] ModulesTest.Unfold 2024-12-18T03:14:15.1022434Z [ OK ] ModulesTest.Unfold (0 ms) 2024-12-18T03:14:15.1022832Z [ RUN ] ModulesTest.SimpleContainer 2024-12-18T03:14:15.1033388Z [ OK ] ModulesTest.SimpleContainer (1 ms) 2024-12-18T03:14:15.1033796Z [ RUN ] ModulesTest.EmbeddingBasic 2024-12-18T03:14:15.1034316Z [ OK ] ModulesTest.EmbeddingBasic (0 ms) 2024-12-18T03:14:15.1034658Z [ RUN ] ModulesTest.EmbeddingList 2024-12-18T03:14:15.1035539Z [ OK ] ModulesTest.EmbeddingList (0 ms) 2024-12-18T03:14:15.1035960Z [ RUN ] ModulesTest.EmbeddingFromPretrained 2024-12-18T03:14:15.1036978Z [ OK ] ModulesTest.EmbeddingFromPretrained (0 ms) 2024-12-18T03:14:15.1037405Z [ RUN ] ModulesTest.EmbeddingBagFromPretrained 2024-12-18T03:14:15.1039322Z [ OK ] ModulesTest.EmbeddingBagFromPretrained (0 ms) 2024-12-18T03:14:15.1039756Z [ RUN ] ModulesTest.AlphaDropout 2024-12-18T03:14:15.1040623Z [ OK ] ModulesTest.AlphaDropout (0 ms) 2024-12-18T03:14:15.1041100Z [ RUN ] ModulesTest.FeatureAlphaDropout 2024-12-18T03:14:15.1042075Z [ OK ] ModulesTest.FeatureAlphaDropout (0 ms) 2024-12-18T03:14:15.1042547Z [ RUN ] ModulesTest.Dropout 2024-12-18T03:14:15.1044395Z [ OK ] ModulesTest.Dropout (0 ms) 2024-12-18T03:14:15.1044859Z [ RUN ] ModulesTest.Dropout2d 2024-12-18T03:14:15.1048840Z [ OK ] ModulesTest.Dropout2d (0 ms) 2024-12-18T03:14:15.1049328Z [ RUN ] ModulesTest.Dropout3d 2024-12-18T03:14:15.1053492Z [ OK ] ModulesTest.Dropout3d (0 ms) 2024-12-18T03:14:15.1053896Z [ RUN ] ModulesTest.Parameters 2024-12-18T03:14:15.1054537Z [ OK ] ModulesTest.Parameters (0 ms) 2024-12-18T03:14:15.1054962Z [ RUN ] ModulesTest.FunctionalCallsSuppliedFunction 2024-12-18T03:14:15.1055530Z [ OK ] ModulesTest.FunctionalCallsSuppliedFunction (0 ms) 2024-12-18T03:14:15.1055970Z [ RUN ] ModulesTest.FunctionalWithTorchFunction 2024-12-18T03:14:15.1056403Z [ OK ] ModulesTest.FunctionalWithTorchFunction (0 ms) 2024-12-18T03:14:15.1056816Z [ RUN ] ModulesTest.FunctionalArgumentBinding 2024-12-18T03:14:15.1057229Z [ OK ] ModulesTest.FunctionalArgumentBinding (0 ms) 2024-12-18T03:14:15.1057766Z [ RUN ] ModulesTest.BatchNorm1dStateful 2024-12-18T03:14:15.1058241Z [ OK ] ModulesTest.BatchNorm1dStateful (0 ms) 2024-12-18T03:14:15.1058619Z [ RUN ] ModulesTest.BatchNorm1dStateless 2024-12-18T03:14:15.1058986Z [ OK ] ModulesTest.BatchNorm1dStateless (0 ms) 2024-12-18T03:14:15.1059341Z [ RUN ] ModulesTest.BatchNorm1d 2024-12-18T03:14:15.1059679Z [ OK ] ModulesTest.BatchNorm1d (0 ms) 2024-12-18T03:14:15.1060041Z [ RUN ] ModulesTest.BatchNorm2dStateful 2024-12-18T03:14:15.1060410Z [ OK ] ModulesTest.BatchNorm2dStateful (0 ms) 2024-12-18T03:14:15.1060784Z [ RUN ] ModulesTest.BatchNorm2dStateless 2024-12-18T03:14:15.1061158Z [ OK ] ModulesTest.BatchNorm2dStateless (0 ms) 2024-12-18T03:14:15.1061612Z [ RUN ] ModulesTest.BatchNorm2d 2024-12-18T03:14:15.1062492Z [ OK ] ModulesTest.BatchNorm2d (0 ms) 2024-12-18T03:14:15.1062846Z [ RUN ] ModulesTest.BatchNorm3dStateful 2024-12-18T03:14:15.1063218Z [ OK ] ModulesTest.BatchNorm3dStateful (0 ms) 2024-12-18T03:14:15.1063578Z [ RUN ] ModulesTest.BatchNorm3dStateless 2024-12-18T03:14:15.1063950Z [ OK ] ModulesTest.BatchNorm3dStateless (0 ms) 2024-12-18T03:14:15.1064301Z [ RUN ] ModulesTest.BatchNorm3d 2024-12-18T03:14:15.1067232Z [ OK ] ModulesTest.BatchNorm3d (0 ms) 2024-12-18T03:14:15.1067601Z [ RUN ] ModulesTest.InstanceNorm1dStateful 2024-12-18T03:14:15.1067993Z [ OK ] ModulesTest.InstanceNorm1dStateful (0 ms) 2024-12-18T03:14:15.1068374Z [ RUN ] ModulesTest.InstanceNorm1dStateless 2024-12-18T03:14:15.1068767Z [ OK ] ModulesTest.InstanceNorm1dStateless (0 ms) 2024-12-18T03:14:15.1069222Z [ RUN ] ModulesTest.InstanceNorm1d 2024-12-18T03:14:15.1069849Z [ OK ] ModulesTest.InstanceNorm1d (0 ms) 2024-12-18T03:14:15.1070306Z [ RUN ] ModulesTest.InstanceNorm2dStateful 2024-12-18T03:14:15.1070701Z [ OK ] ModulesTest.InstanceNorm2dStateful (0 ms) 2024-12-18T03:14:15.1071082Z [ RUN ] ModulesTest.InstanceNorm2dStateless 2024-12-18T03:14:15.1071466Z [ OK ] ModulesTest.InstanceNorm2dStateless (0 ms) 2024-12-18T03:14:15.1071828Z [ RUN ] ModulesTest.InstanceNorm2d 2024-12-18T03:14:15.1073769Z [ OK ] ModulesTest.InstanceNorm2d (0 ms) 2024-12-18T03:14:15.1074190Z [ RUN ] ModulesTest.InstanceNorm3dStateful 2024-12-18T03:14:15.1074639Z [ OK ] ModulesTest.InstanceNorm3dStateful (0 ms) 2024-12-18T03:14:15.1075032Z [ RUN ] ModulesTest.InstanceNorm3dStateless 2024-12-18T03:14:15.1075419Z [ OK ] ModulesTest.InstanceNorm3dStateless (0 ms) 2024-12-18T03:14:15.1075782Z [ RUN ] ModulesTest.InstanceNorm3d 2024-12-18T03:14:15.1078472Z [ OK ] ModulesTest.InstanceNorm3d (0 ms) 2024-12-18T03:14:15.1078820Z [ RUN ] ModulesTest.Linear_CUDA 2024-12-18T03:14:15.1105334Z [ OK ] ModulesTest.Linear_CUDA (2 ms) 2024-12-18T03:14:15.1105822Z [ RUN ] ModulesTest.Linear2_CUDA 2024-12-18T03:14:15.1107068Z [ OK ] ModulesTest.Linear2_CUDA (0 ms) 2024-12-18T03:14:15.1107422Z [ RUN ] ModulesTest.L1Loss 2024-12-18T03:14:15.1109193Z [ OK ] ModulesTest.L1Loss (0 ms) 2024-12-18T03:14:15.1109596Z [ RUN ] ModulesTest.MSELoss 2024-12-18T03:14:15.1110107Z [ OK ] ModulesTest.MSELoss (0 ms) 2024-12-18T03:14:15.1110423Z [ RUN ] ModulesTest.BCELoss 2024-12-18T03:14:15.1111875Z [ OK ] ModulesTest.BCELoss (0 ms) 2024-12-18T03:14:15.1112267Z [ RUN ] ModulesTest.KLDivLoss 2024-12-18T03:14:15.1113920Z [W1218 03:14:15.079696100 loss.h:51] Warning: reduction: 'mean' divides the total loss by both the batch size and the support size.'batchmean' divides only by the batch size, and aligns with the KL div math definition.'mean' will be changed to behave the same as 'batchmean' in the next major release. (function kl_div) 2024-12-18T03:14:15.1115228Z [ OK ] ModulesTest.KLDivLoss (0 ms) 2024-12-18T03:14:15.1115572Z [ RUN ] ModulesTest.HingeEmbeddingLoss 2024-12-18T03:14:15.1117281Z [ OK ] ModulesTest.HingeEmbeddingLoss (0 ms) 2024-12-18T03:14:15.1117654Z [ RUN ] ModulesTest.MultiMarginLoss 2024-12-18T03:14:15.1118818Z [ OK ] ModulesTest.MultiMarginLoss (0 ms) 2024-12-18T03:14:15.1119190Z [ RUN ] ModulesTest.CosineEmbeddingLoss 2024-12-18T03:14:15.1123300Z [ OK ] ModulesTest.CosineEmbeddingLoss (0 ms) 2024-12-18T03:14:15.1123693Z [ RUN ] ModulesTest.SmoothL1LossDefaultOptions 2024-12-18T03:14:15.1125018Z [ OK ] ModulesTest.SmoothL1LossDefaultOptions (0 ms) 2024-12-18T03:14:15.1125435Z [ RUN ] ModulesTest.HuberLossDefaultOptions 2024-12-18T03:14:15.1126563Z [ OK ] ModulesTest.HuberLossDefaultOptions (0 ms) 2024-12-18T03:14:15.1127079Z [ RUN ] ModulesTest.MultiLabelMarginLossDefaultOptions 2024-12-18T03:14:15.1129066Z [ OK ] ModulesTest.MultiLabelMarginLossDefaultOptions (0 ms) 2024-12-18T03:14:15.1129519Z [ RUN ] ModulesTest.SmoothL1LossNoReduction 2024-12-18T03:14:15.1130431Z [ OK ] ModulesTest.SmoothL1LossNoReduction (0 ms) 2024-12-18T03:14:15.1130858Z [ RUN ] ModulesTest.HuberLossNoReduction 2024-12-18T03:14:15.1132569Z [ OK ] ModulesTest.HuberLossNoReduction (0 ms) 2024-12-18T03:14:15.1132986Z [ RUN ] ModulesTest.MultiLabelMarginLossNoReduction 2024-12-18T03:14:15.1134450Z [ OK ] ModulesTest.MultiLabelMarginLossNoReduction (0 ms) 2024-12-18T03:14:15.1134867Z [ RUN ] ModulesTest.SmoothL1LossBeta 2024-12-18T03:14:15.1135978Z [ OK ] ModulesTest.SmoothL1LossBeta (0 ms) 2024-12-18T03:14:15.1136402Z [ RUN ] ModulesTest.HuberLossDelta 2024-12-18T03:14:15.1138010Z [ OK ] ModulesTest.HuberLossDelta (0 ms) 2024-12-18T03:14:15.1138383Z [ RUN ] ModulesTest.TripletMarginLoss 2024-12-18T03:14:15.1141996Z [ OK ] ModulesTest.TripletMarginLoss (0 ms) 2024-12-18T03:14:15.1142460Z [ RUN ] ModulesTest.TripletMarginWithDistanceLossDefaultParity 2024-12-18T03:14:15.1294721Z [ OK ] ModulesTest.TripletMarginWithDistanceLossDefaultParity (15 ms) 2024-12-18T03:14:15.1295314Z [ RUN ] ModulesTest.TripletMarginWithDistanceLossFunctionalParity 2024-12-18T03:14:15.1517324Z [ OK ] ModulesTest.TripletMarginWithDistanceLossFunctionalParity (21 ms) 2024-12-18T03:14:15.1518419Z [ RUN ] ModulesTest.NLLLoss 2024-12-18T03:14:15.1519028Z [ OK ] ModulesTest.NLLLoss (0 ms) 2024-12-18T03:14:15.1519694Z [ RUN ] ModulesTest.CrossEntropyLoss 2024-12-18T03:14:15.1525014Z [ OK ] ModulesTest.CrossEntropyLoss (0 ms) 2024-12-18T03:14:15.1525411Z [ RUN ] ModulesTest.CosineSimilarity 2024-12-18T03:14:15.1528485Z [ OK ] ModulesTest.CosineSimilarity (0 ms) 2024-12-18T03:14:15.1528888Z [ RUN ] ModulesTest.SoftMarginLossDefaultOptions 2024-12-18T03:14:15.1530127Z [ OK ] ModulesTest.SoftMarginLossDefaultOptions (0 ms) 2024-12-18T03:14:15.1534007Z [ RUN ] ModulesTest.MultiLabelSoftMarginLossDefaultOptions 2024-12-18T03:14:15.1534784Z [ OK ] ModulesTest.MultiLabelSoftMarginLossDefaultOptions (0 ms) 2024-12-18T03:14:15.1535410Z [ RUN ] ModulesTest.SoftMarginLossNoReduction 2024-12-18T03:14:15.1535975Z [ OK ] ModulesTest.SoftMarginLossNoReduction (0 ms) 2024-12-18T03:14:15.1536455Z [ RUN ] ModulesTest.MultiLabelSoftMarginLossWeightedNoReduction 2024-12-18T03:14:15.1539186Z [ OK ] ModulesTest.MultiLabelSoftMarginLossWeightedNoReduction (0 ms) 2024-12-18T03:14:15.1539748Z [ RUN ] ModulesTest.PairwiseDistance 2024-12-18T03:14:15.1540756Z [ OK ] ModulesTest.PairwiseDistance (0 ms) 2024-12-18T03:14:15.1541130Z [ RUN ] ModulesTest.ELU 2024-12-18T03:14:15.1553658Z [ OK ] ModulesTest.ELU (1 ms) 2024-12-18T03:14:15.1553978Z [ RUN ] ModulesTest.SELU 2024-12-18T03:14:15.1556481Z [ OK ] ModulesTest.SELU (0 ms) 2024-12-18T03:14:15.1556823Z [ RUN ] ModulesTest.Hardshrink 2024-12-18T03:14:15.1565549Z [ OK ] ModulesTest.Hardshrink (0 ms) 2024-12-18T03:14:15.1565881Z [ RUN ] ModulesTest.Hardtanh 2024-12-18T03:14:15.1599099Z [ OK ] ModulesTest.Hardtanh (3 ms) 2024-12-18T03:14:15.1599461Z [ RUN ] ModulesTest.HardtanhMinValGEMaxVal 2024-12-18T03:14:15.1599851Z [ OK ] ModulesTest.HardtanhMinValGEMaxVal (0 ms) 2024-12-18T03:14:15.1600213Z [ RUN ] ModulesTest.LeakyReLU 2024-12-18T03:14:15.1614000Z [ OK ] ModulesTest.LeakyReLU (1 ms) 2024-12-18T03:14:15.1614330Z [ RUN ] ModulesTest.LogSigmoid 2024-12-18T03:14:15.1616346Z [ OK ] ModulesTest.LogSigmoid (0 ms) 2024-12-18T03:14:15.1616678Z [ RUN ] ModulesTest.Softmax 2024-12-18T03:14:15.1618082Z [ OK ] ModulesTest.Softmax (0 ms) 2024-12-18T03:14:15.1618408Z [ RUN ] ModulesTest.Softmin 2024-12-18T03:14:15.1619336Z [ OK ] ModulesTest.Softmin (0 ms) 2024-12-18T03:14:15.1619647Z [ RUN ] ModulesTest.LogSoftmax 2024-12-18T03:14:15.1621215Z [ OK ] ModulesTest.LogSoftmax (0 ms) 2024-12-18T03:14:15.1621586Z [ RUN ] ModulesTest.AdaptiveLogSoftmaxWithLoss 2024-12-18T03:14:15.1648620Z [ OK ] ModulesTest.AdaptiveLogSoftmaxWithLoss (2 ms) 2024-12-18T03:14:15.1649002Z [ RUN ] ModulesTest.Softmax2d 2024-12-18T03:14:15.1660309Z [ OK ] ModulesTest.Softmax2d (1 ms) 2024-12-18T03:14:15.1660626Z [ RUN ] ModulesTest.PReLU 2024-12-18T03:14:15.1664115Z [ OK ] ModulesTest.PReLU (0 ms) 2024-12-18T03:14:15.1664423Z [ RUN ] ModulesTest.ReLU 2024-12-18T03:14:15.1667289Z [ OK ] ModulesTest.ReLU (0 ms) 2024-12-18T03:14:15.1667595Z [ RUN ] ModulesTest.ReLU6 2024-12-18T03:14:15.1670684Z [ OK ] ModulesTest.ReLU6 (0 ms) 2024-12-18T03:14:15.1670985Z [ RUN ] ModulesTest.RReLU 2024-12-18T03:14:15.1719812Z [ OK ] ModulesTest.RReLU (4 ms) 2024-12-18T03:14:15.1720126Z [ RUN ] ModulesTest.CELU 2024-12-18T03:14:15.1730121Z [ OK ] ModulesTest.CELU (1 ms) 2024-12-18T03:14:15.1730427Z [ RUN ] ModulesTest.GLU 2024-12-18T03:14:15.1732559Z [ OK ] ModulesTest.GLU (0 ms) 2024-12-18T03:14:15.1732858Z [ RUN ] ModulesTest.GELU 2024-12-18T03:14:15.1734472Z [ OK ] ModulesTest.GELU (0 ms) 2024-12-18T03:14:15.1734783Z [ RUN ] ModulesTest.TanhGELU 2024-12-18T03:14:15.1735626Z [ OK ] ModulesTest.TanhGELU (0 ms) 2024-12-18T03:14:15.1736000Z [ RUN ] ModulesTest.Mish 2024-12-18T03:14:15.1736371Z [ OK ] ModulesTest.Mish (0 ms) 2024-12-18T03:14:15.1736668Z [ RUN ] ModulesTest.Sigmoid 2024-12-18T03:14:15.1738099Z [ OK ] ModulesTest.Sigmoid (0 ms) 2024-12-18T03:14:15.1738505Z [ RUN ] ModulesTest.PixelShuffle 2024-12-18T03:14:15.1739564Z [ OK ] ModulesTest.PixelShuffle (0 ms) 2024-12-18T03:14:15.1739905Z [ RUN ] ModulesTest.PixelUnshuffle 2024-12-18T03:14:15.1741653Z [ OK ] ModulesTest.PixelUnshuffle (0 ms) 2024-12-18T03:14:15.1742058Z [ RUN ] ModulesTest.Softplus 2024-12-18T03:14:15.1748948Z [ OK ] ModulesTest.Softplus (0 ms) 2024-12-18T03:14:15.1749406Z [ RUN ] ModulesTest.Softshrink 2024-12-18T03:14:15.1756169Z [ OK ] ModulesTest.Softshrink (0 ms) 2024-12-18T03:14:15.1756796Z [ RUN ] ModulesTest.Softsign 2024-12-18T03:14:15.1757202Z [ OK ] ModulesTest.Softsign (0 ms) 2024-12-18T03:14:15.1757665Z [ RUN ] ModulesTest.Tanh 2024-12-18T03:14:15.1758288Z [ OK ] ModulesTest.Tanh (0 ms) 2024-12-18T03:14:15.1758637Z [ RUN ] ModulesTest.Tanhshrink 2024-12-18T03:14:15.1759171Z [ OK ] ModulesTest.Tanhshrink (0 ms) 2024-12-18T03:14:15.1759569Z [ RUN ] ModulesTest.Threshold 2024-12-18T03:14:15.1774087Z [ OK ] ModulesTest.Threshold (1 ms) 2024-12-18T03:14:15.1774477Z [ RUN ] ModulesTest.Upsampling1D 2024-12-18T03:14:15.1777674Z [W1218 03:14:15.146043188 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1780703Z [W1218 03:14:15.146214890 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1783603Z [W1218 03:14:15.146465893 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1786846Z [W1218 03:14:15.146602865 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1788570Z [ OK ] ModulesTest.Upsampling1D (1 ms) 2024-12-18T03:14:15.1788904Z [ RUN ] ModulesTest.Upsampling2D 2024-12-18T03:14:15.1790725Z [W1218 03:14:15.147095621 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1793796Z [W1218 03:14:15.147249073 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1796915Z [W1218 03:14:15.147484906 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1800051Z [W1218 03:14:15.147616607 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1803257Z [W1218 03:14:15.147855610 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1806228Z [W1218 03:14:15.148028392 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1809078Z [W1218 03:14:15.148305816 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1812004Z [W1218 03:14:15.148460388 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1813984Z [ OK ] ModulesTest.Upsampling2D (1 ms) 2024-12-18T03:14:15.1814334Z [ RUN ] ModulesTest.Upsampling3D 2024-12-18T03:14:15.1815879Z [W1218 03:14:15.148925603 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1818854Z [W1218 03:14:15.149101286 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1821703Z [W1218 03:14:15.149377099 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1824494Z [W1218 03:14:15.149529671 upsampling.h:56] Warning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and uses scale_factor directly, instead of relying on the computed output size. If you wish to keep the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. (function _interp_output_size) 2024-12-18T03:14:15.1826015Z [ OK ] ModulesTest.Upsampling3D (1 ms) 2024-12-18T03:14:15.1826344Z [ RUN ] ModulesTest.CTCLoss 2024-12-18T03:14:15.1826814Z [ OK ] ModulesTest.CTCLoss (0 ms) 2024-12-18T03:14:15.1827210Z [ RUN ] ModulesTest.PoissonNLLLoss 2024-12-18T03:14:15.1827616Z [ OK ] ModulesTest.PoissonNLLLoss (0 ms) 2024-12-18T03:14:15.1827973Z [ RUN ] ModulesTest.MarginRankingLoss 2024-12-18T03:14:15.1828339Z [ OK ] ModulesTest.MarginRankingLoss (0 ms) 2024-12-18T03:14:15.1828701Z [ RUN ] ModulesTest.BCEWithLogitsLoss 2024-12-18T03:14:15.1835270Z [ OK ] ModulesTest.BCEWithLogitsLoss (1 ms) 2024-12-18T03:14:15.1835726Z [ RUN ] ModulesTest.MultiheadAttention 2024-12-18T03:14:24.8990639Z [ OK ] ModulesTest.MultiheadAttention (9715 ms) 2024-12-18T03:14:24.8991046Z [ RUN ] ModulesTest.PrettyPrintIdentity 2024-12-18T03:14:24.8991416Z [ OK ] ModulesTest.PrettyPrintIdentity (0 ms) 2024-12-18T03:14:24.8991789Z [ RUN ] ModulesTest.PrettyPrintFlatten 2024-12-18T03:14:24.8992152Z [ OK ] ModulesTest.PrettyPrintFlatten (0 ms) 2024-12-18T03:14:24.8992524Z [ RUN ] ModulesTest.PrettyPrintUnflatten 2024-12-18T03:14:24.8992902Z [ OK ] ModulesTest.PrettyPrintUnflatten (0 ms) 2024-12-18T03:14:24.8993267Z [ RUN ] ModulesTest.ReflectionPad1d 2024-12-18T03:14:24.8993617Z [ OK ] ModulesTest.ReflectionPad1d (0 ms) 2024-12-18T03:14:24.8993963Z [ RUN ] ModulesTest.ReflectionPad2d 2024-12-18T03:14:24.8994334Z [ OK ] ModulesTest.ReflectionPad2d (0 ms) 2024-12-18T03:14:24.8994676Z [ RUN ] ModulesTest.ReflectionPad3d 2024-12-18T03:14:24.8997532Z [ OK ] ModulesTest.ReflectionPad3d (0 ms) 2024-12-18T03:14:24.8998004Z [ RUN ] ModulesTest.ReplicationPad1d 2024-12-18T03:14:24.8999959Z [ OK ] ModulesTest.ReplicationPad1d (0 ms) 2024-12-18T03:14:24.9000328Z [ RUN ] ModulesTest.ReplicationPad2d 2024-12-18T03:14:24.9003464Z [ OK ] ModulesTest.ReplicationPad2d (0 ms) 2024-12-18T03:14:24.9003856Z [ RUN ] ModulesTest.ReplicationPad3d 2024-12-18T03:14:24.9008770Z [ OK ] ModulesTest.ReplicationPad3d (0 ms) 2024-12-18T03:14:24.9009131Z [ RUN ] ModulesTest.ZeroPad1d 2024-12-18T03:14:24.9011009Z [ OK ] ModulesTest.ZeroPad1d (0 ms) 2024-12-18T03:14:24.9011360Z [ RUN ] ModulesTest.ZeroPad2d 2024-12-18T03:14:24.9014445Z [ OK ] ModulesTest.ZeroPad2d (0 ms) 2024-12-18T03:14:24.9014781Z [ RUN ] ModulesTest.ZeroPad3d 2024-12-18T03:14:24.9019790Z [ OK ] ModulesTest.ZeroPad3d (0 ms) 2024-12-18T03:14:24.9020134Z [ RUN ] ModulesTest.ConstantPad1d 2024-12-18T03:14:24.9021781Z [ OK ] ModulesTest.ConstantPad1d (0 ms) 2024-12-18T03:14:24.9022125Z [ RUN ] ModulesTest.ConstantPad2d 2024-12-18T03:14:24.9024820Z [ OK ] ModulesTest.ConstantPad2d (0 ms) 2024-12-18T03:14:24.9025172Z [ RUN ] ModulesTest.ConstantPad3d 2024-12-18T03:14:24.9030107Z [ OK ] ModulesTest.ConstantPad3d (0 ms) 2024-12-18T03:14:24.9030454Z [ RUN ] ModulesTest.CrossMapLRN2d 2024-12-18T03:14:24.9038412Z [ OK ] ModulesTest.CrossMapLRN2d (0 ms) 2024-12-18T03:14:24.9038752Z [ RUN ] ModulesTest.RNNCell 2024-12-18T03:14:24.9043943Z [ OK ] ModulesTest.RNNCell (0 ms) 2024-12-18T03:14:24.9044700Z [ RUN ] ModulesTest.LSTMCell 2024-12-18T03:14:24.9052173Z [ OK ] ModulesTest.LSTMCell (0 ms) 2024-12-18T03:14:24.9052515Z [ RUN ] ModulesTest.GRUCell 2024-12-18T03:14:24.9058739Z [ OK ] ModulesTest.GRUCell (0 ms) 2024-12-18T03:14:24.9059103Z [ RUN ] ModulesTest.PrettyPrintLinear 2024-12-18T03:14:24.9059475Z [ OK ] ModulesTest.PrettyPrintLinear (0 ms) 2024-12-18T03:14:24.9059850Z [ RUN ] ModulesTest.PrettyPrintBilinear 2024-12-18T03:14:24.9060316Z [ OK ] ModulesTest.PrettyPrintBilinear (0 ms) 2024-12-18T03:14:24.9060703Z [ RUN ] ModulesTest.PrettyPrintConv 2024-12-18T03:14:24.9061280Z [ OK ] ModulesTest.PrettyPrintConv (0 ms) 2024-12-18T03:14:24.9061693Z [ RUN ] ModulesTest.PrettyPrintConvTranspose 2024-12-18T03:14:24.9064168Z [ OK ] ModulesTest.PrettyPrintConvTranspose (0 ms) 2024-12-18T03:14:24.9064810Z [ RUN ] ModulesTest.PrettyPrintUpsample 2024-12-18T03:14:24.9065603Z [ OK ] ModulesTest.PrettyPrintUpsample (0 ms) 2024-12-18T03:14:24.9066200Z [ RUN ] ModulesTest.PrettyPrintFold 2024-12-18T03:14:24.9066662Z [ OK ] ModulesTest.PrettyPrintFold (0 ms) 2024-12-18T03:14:24.9067084Z [ RUN ] ModulesTest.PrettyPrintUnfold 2024-12-18T03:14:24.9067585Z [ OK ] ModulesTest.PrettyPrintUnfold (0 ms) 2024-12-18T03:14:24.9068062Z [ RUN ] ModulesTest.PrettyPrintMaxPool 2024-12-18T03:14:24.9068504Z [ OK ] ModulesTest.PrettyPrintMaxPool (0 ms) 2024-12-18T03:14:24.9068878Z [ RUN ] ModulesTest.PrettyPrintAvgPool 2024-12-18T03:14:24.9069429Z [ OK ] ModulesTest.PrettyPrintAvgPool (0 ms) 2024-12-18T03:14:24.9069969Z [ RUN ] ModulesTest.PrettyPrinFractionalMaxPool 2024-12-18T03:14:24.9070514Z [ OK ] ModulesTest.PrettyPrinFractionalMaxPool (0 ms) 2024-12-18T03:14:24.9070917Z [ RUN ] ModulesTest.PrettyPrintLPPool 2024-12-18T03:14:24.9071359Z [ OK ] ModulesTest.PrettyPrintLPPool (0 ms) 2024-12-18T03:14:24.9071897Z [ RUN ] ModulesTest.PrettyPrintAdaptiveMaxPool 2024-12-18T03:14:24.9072423Z [ OK ] ModulesTest.PrettyPrintAdaptiveMaxPool (0 ms) 2024-12-18T03:14:24.9072891Z [ RUN ] ModulesTest.PrettyPrintAdaptiveAvgPool 2024-12-18T03:14:24.9073454Z [ OK ] ModulesTest.PrettyPrintAdaptiveAvgPool (0 ms) 2024-12-18T03:14:24.9073968Z [ RUN ] ModulesTest.PrettyPrintMaxUnpool 2024-12-18T03:14:24.9074500Z [ OK ] ModulesTest.PrettyPrintMaxUnpool (0 ms) 2024-12-18T03:14:24.9074997Z [ RUN ] ModulesTest.PrettyPrintDropout 2024-12-18T03:14:24.9075502Z [ OK ] ModulesTest.PrettyPrintDropout (0 ms) 2024-12-18T03:14:24.9075940Z [ RUN ] ModulesTest.PrettyPrintDropout2d 2024-12-18T03:14:24.9076387Z [ OK ] ModulesTest.PrettyPrintDropout2d (0 ms) 2024-12-18T03:14:24.9076821Z [ RUN ] ModulesTest.PrettyPrintDropout3d 2024-12-18T03:14:24.9077260Z [ OK ] ModulesTest.PrettyPrintDropout3d (0 ms) 2024-12-18T03:14:24.9077796Z [ RUN ] ModulesTest.PrettyPrintFunctional 2024-12-18T03:14:24.9078281Z [ OK ] ModulesTest.PrettyPrintFunctional (0 ms) 2024-12-18T03:14:24.9078721Z [ RUN ] ModulesTest.PrettyPrintBatchNorm1d 2024-12-18T03:14:24.9079207Z [ OK ] ModulesTest.PrettyPrintBatchNorm1d (0 ms) 2024-12-18T03:14:24.9079605Z [ RUN ] ModulesTest.PrettyPrintBatchNorm2d 2024-12-18T03:14:24.9080078Z [ OK ] ModulesTest.PrettyPrintBatchNorm2d (0 ms) 2024-12-18T03:14:24.9080598Z [ RUN ] ModulesTest.PrettyPrintBatchNorm3d 2024-12-18T03:14:24.9081075Z [ OK ] ModulesTest.PrettyPrintBatchNorm3d (0 ms) 2024-12-18T03:14:24.9081495Z [ RUN ] ModulesTest.PrettyPrintInstanceNorm1d 2024-12-18T03:14:24.9081996Z [ OK ] ModulesTest.PrettyPrintInstanceNorm1d (0 ms) 2024-12-18T03:14:24.9082477Z [ RUN ] ModulesTest.PrettyPrintInstanceNorm2d 2024-12-18T03:14:24.9083027Z [ OK ] ModulesTest.PrettyPrintInstanceNorm2d (0 ms) 2024-12-18T03:14:24.9083518Z [ RUN ] ModulesTest.PrettyPrintInstanceNorm3d 2024-12-18T03:14:24.9084064Z [ OK ] ModulesTest.PrettyPrintInstanceNorm3d (0 ms) 2024-12-18T03:14:24.9084522Z [ RUN ] ModulesTest.PrettyPrintLayerNorm 2024-12-18T03:14:24.9084912Z [ OK ] ModulesTest.PrettyPrintLayerNorm (0 ms) 2024-12-18T03:14:24.9085356Z [ RUN ] ModulesTest.PrettyPrintGroupNorm 2024-12-18T03:14:24.9085783Z [ OK ] ModulesTest.PrettyPrintGroupNorm (0 ms) 2024-12-18T03:14:24.9086189Z [ RUN ] ModulesTest.PrettyPrintLocalResponseNorm 2024-12-18T03:14:24.9086664Z [ OK ] ModulesTest.PrettyPrintLocalResponseNorm (0 ms) 2024-12-18T03:14:24.9087109Z [ RUN ] ModulesTest.PrettyPrintEmbedding 2024-12-18T03:14:24.9087541Z [ OK ] ModulesTest.PrettyPrintEmbedding (0 ms) 2024-12-18T03:14:24.9088045Z [ RUN ] ModulesTest.PrettyPrintEmbeddingBag 2024-12-18T03:14:24.9088573Z [ OK ] ModulesTest.PrettyPrintEmbeddingBag (0 ms) 2024-12-18T03:14:24.9089042Z [ RUN ] ModulesTest.PrettyPrintL1Loss 2024-12-18T03:14:24.9089407Z [ OK ] ModulesTest.PrettyPrintL1Loss (0 ms) 2024-12-18T03:14:24.9089991Z [ RUN ] ModulesTest.PrettyPrintKLDivLoss 2024-12-18T03:14:24.9090509Z [ OK ] ModulesTest.PrettyPrintKLDivLoss (0 ms) 2024-12-18T03:14:24.9091071Z [ RUN ] ModulesTest.PrettyPrintMSELoss 2024-12-18T03:14:24.9091486Z [ OK ] ModulesTest.PrettyPrintMSELoss (0 ms) 2024-12-18T03:14:24.9091927Z [ RUN ] ModulesTest.PrettyPrintBCELoss 2024-12-18T03:14:24.9092288Z [ OK ] ModulesTest.PrettyPrintBCELoss (0 ms) 2024-12-18T03:14:24.9092686Z [ RUN ] ModulesTest.PrettyPrintHingeEmbeddingLoss 2024-12-18T03:14:24.9093119Z [ OK ] ModulesTest.PrettyPrintHingeEmbeddingLoss (0 ms) 2024-12-18T03:14:24.9093676Z [ RUN ] ModulesTest.PrettyPrintCosineEmbeddingLoss 2024-12-18T03:14:24.9094190Z [ OK ] ModulesTest.PrettyPrintCosineEmbeddingLoss (0 ms) 2024-12-18T03:14:24.9094628Z [ RUN ] ModulesTest.PrettyPrintTripletMarginLoss 2024-12-18T03:14:24.9095187Z [ OK ] ModulesTest.PrettyPrintTripletMarginLoss (0 ms) 2024-12-18T03:14:24.9095771Z [ RUN ] ModulesTest.PrettyPrintTripletMarginWithDistanceLoss 2024-12-18T03:14:24.9096444Z [ OK ] ModulesTest.PrettyPrintTripletMarginWithDistanceLoss (0 ms) 2024-12-18T03:14:24.9097049Z [ RUN ] ModulesTest.PrettyPrintNLLLoss 2024-12-18T03:14:24.9097425Z [ OK ] ModulesTest.PrettyPrintNLLLoss (0 ms) 2024-12-18T03:14:24.9097906Z [ RUN ] ModulesTest.PrettyPrinCrossEntropyLoss 2024-12-18T03:14:24.9098326Z [ OK ] ModulesTest.PrettyPrinCrossEntropyLoss (0 ms) 2024-12-18T03:14:24.9098777Z [ RUN ] ModulesTest.PrettyPrintMultiLabelMarginLoss 2024-12-18T03:14:24.9099301Z [ OK ] ModulesTest.PrettyPrintMultiLabelMarginLoss (0 ms) 2024-12-18T03:14:24.9099789Z [ RUN ] ModulesTest.PrettyPrintMultiLabelSoftMarginLoss 2024-12-18T03:14:24.9100403Z [ OK ] ModulesTest.PrettyPrintMultiLabelSoftMarginLoss (0 ms) 2024-12-18T03:14:24.9100851Z [ RUN ] ModulesTest.PrettyPrintSoftMarginLoss 2024-12-18T03:14:24.9101292Z [ OK ] ModulesTest.PrettyPrintSoftMarginLoss (0 ms) 2024-12-18T03:14:24.9101829Z [ RUN ] ModulesTest.PrettyPrintCosineSimilarity 2024-12-18T03:14:24.9102254Z [ OK ] ModulesTest.PrettyPrintCosineSimilarity (0 ms) 2024-12-18T03:14:24.9102682Z [ RUN ] ModulesTest.PrettyPrintPairwiseDistance 2024-12-18T03:14:24.9103098Z [ OK ] ModulesTest.PrettyPrintPairwiseDistance (0 ms) 2024-12-18T03:14:24.9103513Z [ RUN ] ModulesTest.PrettyPrintReflectionPad 2024-12-18T03:14:24.9103915Z [ OK ] ModulesTest.PrettyPrintReflectionPad (0 ms) 2024-12-18T03:14:24.9104317Z [ RUN ] ModulesTest.PrettyPrintReplicationPad 2024-12-18T03:14:24.9104725Z [ OK ] ModulesTest.PrettyPrintReplicationPad (0 ms) 2024-12-18T03:14:24.9105116Z [ RUN ] ModulesTest.PrettyPrintZeroPad 2024-12-18T03:14:24.9105488Z [ OK ] ModulesTest.PrettyPrintZeroPad (0 ms) 2024-12-18T03:14:24.9105867Z [ RUN ] ModulesTest.PrettyPrintConstantPad 2024-12-18T03:14:24.9106257Z [ OK ] ModulesTest.PrettyPrintConstantPad (0 ms) 2024-12-18T03:14:24.9106646Z [ RUN ] ModulesTest.PrettyPrintNestedModel 2024-12-18T03:14:24.9107041Z [ OK ] ModulesTest.PrettyPrintNestedModel (0 ms) 2024-12-18T03:14:24.9107409Z [ RUN ] ModulesTest.PrettyPrintELU 2024-12-18T03:14:24.9107757Z [ OK ] ModulesTest.PrettyPrintELU (0 ms) 2024-12-18T03:14:24.9108105Z [ RUN ] ModulesTest.PrettyPrintSELU 2024-12-18T03:14:24.9108453Z [ OK ] ModulesTest.PrettyPrintSELU (0 ms) 2024-12-18T03:14:24.9108802Z [ RUN ] ModulesTest.PrettyPrintGLU 2024-12-18T03:14:24.9109137Z [ OK ] ModulesTest.PrettyPrintGLU (0 ms) 2024-12-18T03:14:24.9109499Z [ RUN ] ModulesTest.PrettyPrintHardshrink 2024-12-18T03:14:24.9109889Z [ OK ] ModulesTest.PrettyPrintHardshrink (0 ms) 2024-12-18T03:14:24.9110281Z [ RUN ] ModulesTest.PrettyPrintHardtanh 2024-12-18T03:14:24.9110646Z [ OK ] ModulesTest.PrettyPrintHardtanh (0 ms) 2024-12-18T03:14:24.9111014Z [ RUN ] ModulesTest.PrettyPrintLeakyReLU 2024-12-18T03:14:24.9111390Z [ OK ] ModulesTest.PrettyPrintLeakyReLU (0 ms) 2024-12-18T03:14:24.9111844Z [ RUN ] ModulesTest.PrettyPrintLogSigmoid 2024-12-18T03:14:24.9112268Z [ OK ] ModulesTest.PrettyPrintLogSigmoid (0 ms) 2024-12-18T03:14:24.9112688Z [ RUN ] ModulesTest.PrettyPrintSoftmax 2024-12-18T03:14:24.9113329Z [ OK ] ModulesTest.PrettyPrintSoftmax (0 ms) 2024-12-18T03:14:24.9113709Z [ RUN ] ModulesTest.PrettyPrintSoftmin 2024-12-18T03:14:24.9114074Z [ OK ] ModulesTest.PrettyPrintSoftmin (0 ms) 2024-12-18T03:14:24.9114446Z [ RUN ] ModulesTest.PrettyPrintLogSoftmax 2024-12-18T03:14:24.9114826Z [ OK ] ModulesTest.PrettyPrintLogSoftmax (0 ms) 2024-12-18T03:14:24.9115199Z [ RUN ] ModulesTest.PrettyPrintSoftmax2d 2024-12-18T03:14:24.9115673Z [ OK ] ModulesTest.PrettyPrintSoftmax2d (0 ms) 2024-12-18T03:14:24.9116043Z [ RUN ] ModulesTest.PrettyPrintPReLU 2024-12-18T03:14:24.9116402Z [ OK ] ModulesTest.PrettyPrintPReLU (0 ms) 2024-12-18T03:14:24.9116759Z [ RUN ] ModulesTest.PrettyPrintReLU 2024-12-18T03:14:24.9117100Z [ OK ] ModulesTest.PrettyPrintReLU (0 ms) 2024-12-18T03:14:24.9117460Z [ RUN ] ModulesTest.PrettyPrintReLU6 2024-12-18T03:14:24.9117854Z [ OK ] ModulesTest.PrettyPrintReLU6 (0 ms) 2024-12-18T03:14:24.9118282Z [ RUN ] ModulesTest.PrettyPrintRReLU 2024-12-18T03:14:24.9118635Z [ OK ] ModulesTest.PrettyPrintRReLU (0 ms) 2024-12-18T03:14:24.9118981Z [ RUN ] ModulesTest.PrettyPrintCELU 2024-12-18T03:14:24.9119332Z [ OK ] ModulesTest.PrettyPrintCELU (0 ms) 2024-12-18T03:14:24.9119693Z [ RUN ] ModulesTest.PrettyPrintSigmoid 2024-12-18T03:14:24.9120059Z [ OK ] ModulesTest.PrettyPrintSigmoid (0 ms) 2024-12-18T03:14:24.9120443Z [ RUN ] ModulesTest.PrettyPrintPixelShuffle 2024-12-18T03:14:24.9120840Z [ OK ] ModulesTest.PrettyPrintPixelShuffle (0 ms) 2024-12-18T03:14:24.9121232Z [ RUN ] ModulesTest.PrettyPrintPixelUnshuffle 2024-12-18T03:14:24.9121639Z [ OK ] ModulesTest.PrettyPrintPixelUnshuffle (0 ms) 2024-12-18T03:14:24.9122030Z [ RUN ] ModulesTest.PrettyPrintSoftplus 2024-12-18T03:14:24.9122403Z [ OK ] ModulesTest.PrettyPrintSoftplus (0 ms) 2024-12-18T03:14:24.9122867Z [ RUN ] ModulesTest.PrettyPrintSoftshrink 2024-12-18T03:14:24.9123251Z [ OK ] ModulesTest.PrettyPrintSoftshrink (0 ms) 2024-12-18T03:14:24.9123626Z [ RUN ] ModulesTest.PrettyPrintSoftsign 2024-12-18T03:14:24.9123992Z [ OK ] ModulesTest.PrettyPrintSoftsign (0 ms) 2024-12-18T03:14:24.9124352Z [ RUN ] ModulesTest.PrettyPrintTanh 2024-12-18T03:14:24.9124697Z [ OK ] ModulesTest.PrettyPrintTanh (0 ms) 2024-12-18T03:14:24.9125057Z [ RUN ] ModulesTest.PrettyPrintTanhshrink 2024-12-18T03:14:24.9125438Z [ OK ] ModulesTest.PrettyPrintTanhshrink (0 ms) 2024-12-18T03:14:24.9125818Z [ RUN ] ModulesTest.PrettyPrintThreshold 2024-12-18T03:14:24.9126196Z [ OK ] ModulesTest.PrettyPrintThreshold (0 ms) 2024-12-18T03:14:24.9126569Z [ RUN ] ModulesTest.PrettyPrintCTCLoss 2024-12-18T03:14:24.9126924Z [ OK ] ModulesTest.PrettyPrintCTCLoss (0 ms) 2024-12-18T03:14:24.9127309Z [ RUN ] ModulesTest.PrettyPrintPoissonNLLLoss 2024-12-18T03:14:24.9127722Z [ OK ] ModulesTest.PrettyPrintPoissonNLLLoss (0 ms) 2024-12-18T03:14:24.9128142Z [ RUN ] ModulesTest.PrettyPrintMarginRankingLoss 2024-12-18T03:14:24.9128561Z [ OK ] ModulesTest.PrettyPrintMarginRankingLoss (0 ms) 2024-12-18T03:14:24.9128974Z [ RUN ] ModulesTest.PrettyPrintCrossMapLRN2d 2024-12-18T03:14:24.9129368Z [ OK ] ModulesTest.PrettyPrintCrossMapLRN2d (0 ms) 2024-12-18T03:14:24.9129763Z [ RUN ] ModulesTest.PrettyPrintAlphaDropout 2024-12-18T03:14:24.9130153Z [ OK ] ModulesTest.PrettyPrintAlphaDropout (0 ms) 2024-12-18T03:14:24.9130570Z [ RUN ] ModulesTest.PrettyPrintFeatureAlphaDropout 2024-12-18T03:14:24.9131008Z [ OK ] ModulesTest.PrettyPrintFeatureAlphaDropout (0 ms) 2024-12-18T03:14:24.9131438Z [ RUN ] ModulesTest.PrettyPrintBCEWithLogitsLoss 2024-12-18T03:14:24.9131861Z [ OK ] ModulesTest.PrettyPrintBCEWithLogitsLoss (0 ms) 2024-12-18T03:14:24.9132383Z [ RUN ] ModulesTest.PrettyPrintMultiheadAttention 2024-12-18T03:14:24.9132900Z [ OK ] ModulesTest.PrettyPrintMultiheadAttention (0 ms) 2024-12-18T03:14:24.9133396Z [ RUN ] ModulesTest.PrettyPrintRNNCell 2024-12-18T03:14:24.9141301Z [ OK ] ModulesTest.PrettyPrintRNNCell (0 ms) 2024-12-18T03:14:24.9141725Z [ RUN ] ModulesTest.PrettyPrintLSTMCell 2024-12-18T03:14:24.9142101Z [ OK ] ModulesTest.PrettyPrintLSTMCell (0 ms) 2024-12-18T03:14:24.9142467Z [ RUN ] ModulesTest.PrettyPrintGRUCell 2024-12-18T03:14:24.9142859Z [ OK ] ModulesTest.PrettyPrintGRUCell (0 ms) 2024-12-18T03:14:24.9143373Z [ RUN ] ModulesTest.PrettyPrintAdaptiveLogSoftmaxWithLoss 2024-12-18T03:14:24.9143886Z [ OK ] ModulesTest.PrettyPrintAdaptiveLogSoftmaxWithLoss (0 ms) 2024-12-18T03:14:24.9144340Z [----------] 262 tests from ModulesTest (9924 ms total) 2024-12-18T03:14:24.9144569Z 2024-12-18T03:14:24.9144688Z [----------] 1 test from NestedTest 2024-12-18T03:14:24.9144982Z [ RUN ] NestedTest.Nested 2024-12-18T03:14:24.9146305Z [W1218 03:14:24.877602694 NestedTensorImpl.cpp:178] Warning: The PyTorch API of nested tensors is in prototype stage and will change in the near future. We recommend specifying layout=torch.jagged when constructing a nested tensor, as this layout receives active development, has better operator coverage, and works with torch.compile. (function operator()) 2024-12-18T03:14:24.9147663Z [ OK ] NestedTest.Nested (0 ms) 2024-12-18T03:14:24.9147991Z [----------] 1 test from NestedTest (0 ms total) 2024-12-18T03:14:24.9148220Z 2024-12-18T03:14:24.9148341Z [----------] 10 tests from ParameterDictTest 2024-12-18T03:14:24.9148704Z [ RUN ] ParameterDictTest.ConstructFromTensor 2024-12-18T03:14:24.9149113Z [ OK ] ParameterDictTest.ConstructFromTensor (0 ms) 2024-12-18T03:14:24.9149524Z [ RUN ] ParameterDictTest.ConstructFromOrderedDict 2024-12-18T03:14:24.9149959Z [ OK ] ParameterDictTest.ConstructFromOrderedDict (0 ms) 2024-12-18T03:14:24.9150379Z [ RUN ] ParameterDictTest.InsertAndContains 2024-12-18T03:14:24.9150773Z [ OK ] ParameterDictTest.InsertAndContains (0 ms) 2024-12-18T03:14:24.9151154Z [ RUN ] ParameterDictTest.InsertAndClear 2024-12-18T03:14:24.9151518Z [ OK ] ParameterDictTest.InsertAndClear (0 ms) 2024-12-18T03:14:24.9151889Z [ RUN ] ParameterDictTest.InsertAndPop 2024-12-18T03:14:24.9152250Z [ OK ] ParameterDictTest.InsertAndPop (0 ms) 2024-12-18T03:14:24.9152610Z [ RUN ] ParameterDictTest.SimpleUpdate 2024-12-18T03:14:24.9152969Z [ OK ] ParameterDictTest.SimpleUpdate (0 ms) 2024-12-18T03:14:24.9153309Z [ RUN ] ParameterDictTest.Keys 2024-12-18T03:14:24.9153628Z [ OK ] ParameterDictTest.Keys (0 ms) 2024-12-18T03:14:24.9153956Z [ RUN ] ParameterDictTest.Values 2024-12-18T03:14:24.9154288Z [ OK ] ParameterDictTest.Values (0 ms) 2024-12-18T03:14:24.9154615Z [ RUN ] ParameterDictTest.Get 2024-12-18T03:14:24.9154917Z [ OK ] ParameterDictTest.Get (0 ms) 2024-12-18T03:14:24.9155292Z [ RUN ] ParameterDictTest.PrettyPrintParameterDict 2024-12-18T03:14:24.9155731Z [ OK ] ParameterDictTest.PrettyPrintParameterDict (0 ms) 2024-12-18T03:14:24.9156162Z [----------] 10 tests from ParameterDictTest (0 ms total) 2024-12-18T03:14:24.9156401Z 2024-12-18T03:14:24.9156528Z [----------] 8 tests from ParameterListTest 2024-12-18T03:14:24.9156914Z [ RUN ] ParameterListTest.ConstructsFromSharedPointer 2024-12-18T03:14:24.9157376Z [ OK ] ParameterListTest.ConstructsFromSharedPointer (0 ms) 2024-12-18T03:14:24.9157791Z [ RUN ] ParameterListTest.isEmpty 2024-12-18T03:14:24.9158135Z [ OK ] ParameterListTest.isEmpty (0 ms) 2024-12-18T03:14:24.9158510Z [ RUN ] ParameterListTest.PushBackAddsAnElement 2024-12-18T03:14:24.9158938Z [ OK ] ParameterListTest.PushBackAddsAnElement (0 ms) 2024-12-18T03:14:24.9159325Z [ RUN ] ParameterListTest.ForEachLoop 2024-12-18T03:14:24.9159683Z [ OK ] ParameterListTest.ForEachLoop (0 ms) 2024-12-18T03:14:24.9160109Z [ RUN ] ParameterListTest.AccessWithAt 2024-12-18T03:14:24.9160536Z [ OK ] ParameterListTest.AccessWithAt (0 ms) 2024-12-18T03:14:24.9161074Z [ RUN ] ParameterListTest.ExtendPushesParametersFromOtherParameterList 2024-12-18T03:14:24.9161725Z [ OK ] ParameterListTest.ExtendPushesParametersFromOtherParameterList (0 ms) 2024-12-18T03:14:24.9162272Z [ RUN ] ParameterListTest.PrettyPrintParameterList 2024-12-18T03:14:24.9162713Z [ OK ] ParameterListTest.PrettyPrintParameterList (0 ms) 2024-12-18T03:14:24.9163231Z [ RUN ] ParameterListTest.IncrementAdd 2024-12-18T03:14:24.9163652Z [ OK ] ParameterListTest.IncrementAdd (0 ms) 2024-12-18T03:14:24.9164072Z [----------] 8 tests from ParameterListTest (0 ms total) 2024-12-18T03:14:24.9164308Z 2024-12-18T03:14:24.9164417Z [----------] 1 test from NamespaceTests 2024-12-18T03:14:24.9164847Z [ RUN ] NamespaceTests.NotLeakingSymbolsFromTorchAutogradNamespace 2024-12-18T03:14:24.9165438Z [ OK ] NamespaceTests.NotLeakingSymbolsFromTorchAutogradNamespace (0 ms) 2024-12-18T03:14:24.9165939Z [----------] 1 test from NamespaceTests (0 ms total) 2024-12-18T03:14:24.9166167Z 2024-12-18T03:14:24.9166282Z [----------] 7 tests from NNUtilsTest 2024-12-18T03:14:24.9166592Z [ RUN ] NNUtilsTest.ClipGradNorm 2024-12-18T03:14:24.9166910Z [ OK ] NNUtilsTest.ClipGradNorm (1 ms) 2024-12-18T03:14:24.9167279Z [ RUN ] NNUtilsTest.ClipGradNormErrorIfNonfinite 2024-12-18T03:14:25.1997321Z [ OK ] NNUtilsTest.ClipGradNormErrorIfNonfinite (287 ms) 2024-12-18T03:14:25.1997733Z [ RUN ] NNUtilsTest.ClipGradValue 2024-12-18T03:14:25.1998200Z [ OK ] NNUtilsTest.ClipGradValue (0 ms) 2024-12-18T03:14:25.1998573Z [ RUN ] NNUtilsTest.ConvertParameters 2024-12-18T03:14:25.2002439Z [ OK ] NNUtilsTest.ConvertParameters (0 ms) 2024-12-18T03:14:25.2003617Z [ RUN ] NNUtilsTest.PackSequence 2024-12-18T03:14:25.2356385Z [ OK ] NNUtilsTest.PackSequence (35 ms) 2024-12-18T03:14:25.2356773Z [ RUN ] NNUtilsTest.PackPaddedSequence 2024-12-18T03:14:25.2451778Z [ OK ] NNUtilsTest.PackPaddedSequence (9 ms) 2024-12-18T03:14:25.2452181Z [ RUN ] NNUtilsTest.PadSequence 2024-12-18T03:14:25.2565851Z [ OK ] NNUtilsTest.PadSequence (11 ms) 2024-12-18T03:14:25.2566598Z [----------] 7 tests from NNUtilsTest (346 ms total) 2024-12-18T03:14:25.2567068Z 2024-12-18T03:14:25.2567316Z [----------] 3 tests from PackedSequenceTest 2024-12-18T03:14:25.2567996Z [ RUN ] PackedSequenceTest.WrongOrder 2024-12-18T03:14:25.2568700Z [ OK ] PackedSequenceTest.WrongOrder (0 ms) 2024-12-18T03:14:25.2569401Z [ RUN ] PackedSequenceTest.TotalLength 2024-12-18T03:14:25.2575273Z [ OK ] PackedSequenceTest.TotalLength (0 ms) 2024-12-18T03:14:25.2575697Z [ RUN ] PackedSequenceTest.To 2024-12-18T03:14:25.2591166Z [ OK ] PackedSequenceTest.To (1 ms) 2024-12-18T03:14:25.2591665Z [----------] 3 tests from PackedSequenceTest (2 ms total) 2024-12-18T03:14:25.2591950Z 2024-12-18T03:14:25.2592071Z [----------] 35 tests from OptimTest 2024-12-18T03:14:25.2592388Z [ RUN ] OptimTest.OptimizerAccessors 2024-12-18T03:14:25.2592830Z [ OK ] OptimTest.OptimizerAccessors (0 ms) 2024-12-18T03:14:25.2593171Z [ RUN ] OptimTest.OldInterface 2024-12-18T03:14:25.2594046Z [ OK ] OptimTest.OldInterface (0 ms) 2024-12-18T03:14:25.2594399Z [ RUN ] OptimTest.XORConvergence_SGD 2024-12-18T03:14:26.8261176Z [ OK ] OptimTest.XORConvergence_SGD (1566 ms) 2024-12-18T03:14:26.8261574Z [ RUN ] OptimTest.XORConvergence_LBFGS 2024-12-18T03:14:27.9001060Z [ OK ] OptimTest.XORConvergence_LBFGS (1073 ms) 2024-12-18T03:14:27.9001852Z [ RUN ] OptimTest.XORConvergence_Adagrad 2024-12-18T03:14:28.5024949Z [ OK ] OptimTest.XORConvergence_Adagrad (602 ms) 2024-12-18T03:14:28.5025358Z [ RUN ] OptimTest.XORConvergence_RMSprop 2024-12-18T03:14:29.0987422Z [ OK ] OptimTest.XORConvergence_RMSprop (596 ms) 2024-12-18T03:14:29.0988274Z [ RUN ] OptimTest.XORConvergence_RMSpropWithMomentum 2024-12-18T03:14:30.7770041Z [ OK ] OptimTest.XORConvergence_RMSpropWithMomentum (1678 ms) 2024-12-18T03:14:30.7770636Z [ RUN ] OptimTest.XORConvergence_Adam 2024-12-18T03:14:31.4375228Z [ OK ] OptimTest.XORConvergence_Adam (660 ms) 2024-12-18T03:14:31.4375630Z [ RUN ] OptimTest.XORConvergence_AdamWithAmsgrad 2024-12-18T03:14:32.0996851Z [ OK ] OptimTest.XORConvergence_AdamWithAmsgrad (662 ms) 2024-12-18T03:14:32.0997292Z [ RUN ] OptimTest.ProducesPyTorchValues_Adam 2024-12-18T03:14:32.3093307Z [ OK ] OptimTest.ProducesPyTorchValues_Adam (209 ms) 2024-12-18T03:14:32.3093965Z [ RUN ] OptimTest.ProducesPyTorchValues_AdamWithWeightDecay 2024-12-18T03:14:32.5263440Z [ OK ] OptimTest.ProducesPyTorchValues_AdamWithWeightDecay (216 ms) 2024-12-18T03:14:32.5264046Z [ RUN ] OptimTest.ProducesPyTorchValues_AdamWithWeightDecayAndAMSGrad 2024-12-18T03:14:32.7519644Z [ OK ] OptimTest.ProducesPyTorchValues_AdamWithWeightDecayAndAMSGrad (225 ms) 2024-12-18T03:14:32.7520732Z [ RUN ] OptimTest.XORConvergence_AdamW 2024-12-18T03:14:33.4207892Z [ OK ] OptimTest.XORConvergence_AdamW (668 ms) 2024-12-18T03:14:33.4208306Z [ RUN ] OptimTest.XORConvergence_AdamWWithAmsgrad 2024-12-18T03:14:34.0887660Z [ OK ] OptimTest.XORConvergence_AdamWWithAmsgrad (667 ms) 2024-12-18T03:14:34.0888105Z [ RUN ] OptimTest.ProducesPyTorchValues_AdamW 2024-12-18T03:14:34.3064668Z [ OK ] OptimTest.ProducesPyTorchValues_AdamW (217 ms) 2024-12-18T03:14:34.3065179Z [ RUN ] OptimTest.ProducesPyTorchValues_AdamWWithoutWeightDecay 2024-12-18T03:14:34.5161055Z [ OK ] OptimTest.ProducesPyTorchValues_AdamWWithoutWeightDecay (209 ms) 2024-12-18T03:14:34.5161603Z [ RUN ] OptimTest.ProducesPyTorchValues_AdamWWithAMSGrad 2024-12-18T03:14:34.7397122Z [ OK ] OptimTest.ProducesPyTorchValues_AdamWWithAMSGrad (223 ms) 2024-12-18T03:14:34.7397600Z [ RUN ] OptimTest.ProducesPyTorchValues_Adagrad 2024-12-18T03:14:34.9146469Z [ OK ] OptimTest.ProducesPyTorchValues_Adagrad (174 ms) 2024-12-18T03:14:34.9146969Z [ RUN ] OptimTest.ProducesPyTorchValues_AdagradWithWeightDecay 2024-12-18T03:14:35.0966354Z [ OK ] OptimTest.ProducesPyTorchValues_AdagradWithWeightDecay (182 ms) 2024-12-18T03:14:35.0967119Z [ RUN ] OptimTest.ProducesPyTorchValues_AdagradWithWeightDecayAndLRDecay 2024-12-18T03:14:35.2789684Z [ OK ] OptimTest.ProducesPyTorchValues_AdagradWithWeightDecayAndLRDecay (182 ms) 2024-12-18T03:14:35.2790676Z [ RUN ] OptimTest.ProducesPyTorchValues_RMSprop 2024-12-18T03:14:35.4635143Z [ OK ] OptimTest.ProducesPyTorchValues_RMSprop (184 ms) 2024-12-18T03:14:35.4635633Z [ RUN ] OptimTest.ProducesPyTorchValues_RMSpropWithWeightDecay 2024-12-18T03:14:35.6556532Z [ OK ] OptimTest.ProducesPyTorchValues_RMSpropWithWeightDecay (191 ms) 2024-12-18T03:14:35.6557129Z [ RUN ] OptimTest.ProducesPyTorchValues_RMSpropWithWeightDecayAndCentered 2024-12-18T03:14:35.8652355Z [ OK ] OptimTest.ProducesPyTorchValues_RMSpropWithWeightDecayAndCentered (209 ms) 2024-12-18T03:14:35.8653752Z [ RUN ] OptimTest.ProducesPyTorchValues_RMSpropWithWeightDecayAndCenteredAndMomentum 2024-12-18T03:14:36.0858358Z [ OK ] OptimTest.ProducesPyTorchValues_RMSpropWithWeightDecayAndCenteredAndMomentum (220 ms) 2024-12-18T03:14:36.0858955Z [ RUN ] OptimTest.ProducesPyTorchValues_SGD 2024-12-18T03:14:36.2365249Z [ OK ] OptimTest.ProducesPyTorchValues_SGD (150 ms) 2024-12-18T03:14:36.2365759Z [ RUN ] OptimTest.ProducesPyTorchValues_SGDWithWeightDecay 2024-12-18T03:14:36.3957685Z [ OK ] OptimTest.ProducesPyTorchValues_SGDWithWeightDecay (158 ms) 2024-12-18T03:14:36.3958789Z [ RUN ] OptimTest.ProducesPyTorchValues_SGDWithWeightDecayAndMomentum 2024-12-18T03:14:36.5690879Z [ OK ] OptimTest.ProducesPyTorchValues_SGDWithWeightDecayAndMomentum (173 ms) 2024-12-18T03:14:36.5691529Z [ RUN ] OptimTest.ProducesPyTorchValues_SGDWithWeightDecayAndNesterovMomentum 2024-12-18T03:14:36.7488475Z [ OK ] OptimTest.ProducesPyTorchValues_SGDWithWeightDecayAndNesterovMomentum (179 ms) 2024-12-18T03:14:36.7489172Z [ RUN ] OptimTest.ProducesPyTorchValues_LBFGS 2024-12-18T03:14:36.9119928Z [ OK ] OptimTest.ProducesPyTorchValues_LBFGS (163 ms) 2024-12-18T03:14:36.9120396Z [ RUN ] OptimTest.ProducesPyTorchValues_LBFGS_with_line_search 2024-12-18T03:14:37.6201256Z [ OK ] OptimTest.ProducesPyTorchValues_LBFGS_with_line_search (708 ms) 2024-12-18T03:14:37.6201712Z [ RUN ] OptimTest.ZeroGrad 2024-12-18T03:14:37.6202600Z [ OK ] OptimTest.ZeroGrad (0 ms) 2024-12-18T03:14:37.6203056Z [ RUN ] OptimTest.ExternalVectorOfParameters 2024-12-18T03:14:37.6204898Z [ OK ] OptimTest.ExternalVectorOfParameters (0 ms) 2024-12-18T03:14:37.6205301Z [ RUN ] OptimTest.AddParameter_LBFGS 2024-12-18T03:14:37.6205707Z [ OK ] OptimTest.AddParameter_LBFGS (0 ms) 2024-12-18T03:14:37.6206142Z [ RUN ] OptimTest.CheckLRChange_StepLR_Adam 2024-12-18T03:14:37.6206550Z [ OK ] OptimTest.CheckLRChange_StepLR_Adam (0 ms) 2024-12-18T03:14:37.6206997Z [ RUN ] OptimTest.CheckLRChange_ReduceLROnPlateau_Adam 2024-12-18T03:14:37.6207442Z [ OK ] OptimTest.CheckLRChange_ReduceLROnPlateau_Adam (0 ms) 2024-12-18T03:14:37.6207852Z [----------] 35 tests from OptimTest (12361 ms total) 2024-12-18T03:14:37.6208122Z 2024-12-18T03:14:37.6208274Z [----------] 29 tests from OrderedDictTest 2024-12-18T03:14:37.6208694Z [ RUN ] OrderedDictTest.IsEmptyAfterDefaultConstruction 2024-12-18T03:14:37.6209230Z [ OK ] OrderedDictTest.IsEmptyAfterDefaultConstruction (0 ms) 2024-12-18T03:14:37.6209882Z [ RUN ] OrderedDictTest.InsertAddsElementsWhenTheyAreYetNotPresent 2024-12-18T03:14:37.6210506Z [ OK ] OrderedDictTest.InsertAddsElementsWhenTheyAreYetNotPresent (0 ms) 2024-12-18T03:14:37.6211154Z [ RUN ] OrderedDictTest.GetReturnsValuesWhenTheyArePresent 2024-12-18T03:14:37.6211739Z [ OK ] OrderedDictTest.GetReturnsValuesWhenTheyArePresent (0 ms) 2024-12-18T03:14:37.6212369Z [ RUN ] OrderedDictTest.GetThrowsWhenPassedKeysThatAreNotPresent 2024-12-18T03:14:37.6213295Z [ OK ] OrderedDictTest.GetThrowsWhenPassedKeysThatAreNotPresent (0 ms) 2024-12-18T03:14:37.6213800Z [ RUN ] OrderedDictTest.CanInitializeFromList 2024-12-18T03:14:37.6214195Z [ OK ] OrderedDictTest.CanInitializeFromList (0 ms) 2024-12-18T03:14:37.6214695Z [ RUN ] OrderedDictTest.InsertThrowsWhenPassedElementsThatArePresent 2024-12-18T03:14:37.6215313Z [ OK ] OrderedDictTest.InsertThrowsWhenPassedElementsThatArePresent (0 ms) 2024-12-18T03:14:37.6215836Z [ RUN ] OrderedDictTest.FrontReturnsTheFirstItem 2024-12-18T03:14:37.6216264Z [ OK ] OrderedDictTest.FrontReturnsTheFirstItem (0 ms) 2024-12-18T03:14:37.6216674Z [ RUN ] OrderedDictTest.FrontThrowsWhenEmpty 2024-12-18T03:14:37.6217076Z [ OK ] OrderedDictTest.FrontThrowsWhenEmpty (0 ms) 2024-12-18T03:14:37.6217480Z [ RUN ] OrderedDictTest.BackReturnsTheLastItem 2024-12-18T03:14:37.6217895Z [ OK ] OrderedDictTest.BackReturnsTheLastItem (0 ms) 2024-12-18T03:14:37.6218296Z [ RUN ] OrderedDictTest.BackThrowsWhenEmpty 2024-12-18T03:14:37.6218687Z [ OK ] OrderedDictTest.BackThrowsWhenEmpty (0 ms) 2024-12-18T03:14:37.6219137Z [ RUN ] OrderedDictTest.FindReturnsPointersToValuesWhenPresent 2024-12-18T03:14:37.6219685Z [ OK ] OrderedDictTest.FindReturnsPointersToValuesWhenPresent (0 ms) 2024-12-18T03:14:37.6220325Z [ RUN ] OrderedDictTest.FindReturnsNullPointersWhenPasesdKeysThatAreNotPresent 2024-12-18T03:14:37.6221049Z [ OK ] OrderedDictTest.FindReturnsNullPointersWhenPasesdKeysThatAreNotPresent (0 ms) 2024-12-18T03:14:37.6221774Z [ RUN ] OrderedDictTest.SubscriptOperatorThrowsWhenPassedKeysThatAreNotPresent 2024-12-18T03:14:37.6222495Z [ OK ] OrderedDictTest.SubscriptOperatorThrowsWhenPassedKeysThatAreNotPresent (0 ms) 2024-12-18T03:14:37.6223245Z [ RUN ] OrderedDictTest.SubscriptOperatorReturnsItemsPositionallyWhenPassedIntegers 2024-12-18T03:14:37.6224128Z [ OK ] OrderedDictTest.SubscriptOperatorReturnsItemsPositionallyWhenPassedIntegers (0 ms) 2024-12-18T03:14:37.6224951Z [ RUN ] OrderedDictTest.SubscriptOperatorsThrowswhenPassedKeysThatAreNotPresent 2024-12-18T03:14:37.6225748Z [ OK ] OrderedDictTest.SubscriptOperatorsThrowswhenPassedKeysThatAreNotPresent (0 ms) 2024-12-18T03:14:37.6226452Z [ RUN ] OrderedDictTest.UpdateInsertsAllItemsFromAnotherOrderedDict 2024-12-18T03:14:37.6227076Z [ OK ] OrderedDictTest.UpdateInsertsAllItemsFromAnotherOrderedDict (0 ms) 2024-12-18T03:14:37.6227609Z [ RUN ] OrderedDictTest.UpdateAlsoChecksForDuplicates 2024-12-18T03:14:37.6228135Z [ OK ] OrderedDictTest.UpdateAlsoChecksForDuplicates (0 ms) 2024-12-18T03:14:37.6228558Z [ RUN ] OrderedDictTest.CanIterateItems 2024-12-18T03:14:37.6228924Z [ OK ] OrderedDictTest.CanIterateItems (0 ms) 2024-12-18T03:14:37.6229280Z [ RUN ] OrderedDictTest.EraseWorks 2024-12-18T03:14:37.6229609Z [ OK ] OrderedDictTest.EraseWorks (0 ms) 2024-12-18T03:14:37.6229979Z [ RUN ] OrderedDictTest.ClearMakesTheDictEmpty 2024-12-18T03:14:37.6230397Z [ OK ] OrderedDictTest.ClearMakesTheDictEmpty (0 ms) 2024-12-18T03:14:37.6230798Z [ RUN ] OrderedDictTest.CanCopyConstruct 2024-12-18T03:14:37.6231174Z [ OK ] OrderedDictTest.CanCopyConstruct (0 ms) 2024-12-18T03:14:37.6231536Z [ RUN ] OrderedDictTest.CanCopyAssign 2024-12-18T03:14:37.6231893Z [ OK ] OrderedDictTest.CanCopyAssign (0 ms) 2024-12-18T03:14:37.6232257Z [ RUN ] OrderedDictTest.CanMoveConstruct 2024-12-18T03:14:37.6232628Z [ OK ] OrderedDictTest.CanMoveConstruct (0 ms) 2024-12-18T03:14:37.6233004Z [ RUN ] OrderedDictTest.CanMoveAssign 2024-12-18T03:14:37.6233355Z [ OK ] OrderedDictTest.CanMoveAssign (0 ms) 2024-12-18T03:14:37.6233732Z [ RUN ] OrderedDictTest.CanInsertWithBraces 2024-12-18T03:14:37.6234119Z [ OK ] OrderedDictTest.CanInsertWithBraces (0 ms) 2024-12-18T03:14:37.6234572Z [ RUN ] OrderedDictTest.ErrorMessagesIncludeTheKeyDescription 2024-12-18T03:14:37.6235115Z [ OK ] OrderedDictTest.ErrorMessagesIncludeTheKeyDescription (0 ms) 2024-12-18T03:14:37.6235596Z [ RUN ] OrderedDictTest.KeysReturnsAllKeys 2024-12-18T03:14:37.6235974Z [ OK ] OrderedDictTest.KeysReturnsAllKeys (0 ms) 2024-12-18T03:14:37.6236371Z [ RUN ] OrderedDictTest.ValuesReturnsAllValues 2024-12-18T03:14:37.6236783Z [ OK ] OrderedDictTest.ValuesReturnsAllValues (0 ms) 2024-12-18T03:14:37.6237184Z [ RUN ] OrderedDictTest.ItemsReturnsAllItems 2024-12-18T03:14:37.6237578Z [ OK ] OrderedDictTest.ItemsReturnsAllItems (0 ms) 2024-12-18T03:14:37.6237967Z [----------] 29 tests from OrderedDictTest (0 ms total) 2024-12-18T03:14:37.6238203Z 2024-12-18T03:14:37.6238312Z [----------] 27 tests from RNNTest 2024-12-18T03:14:37.6238620Z [ RUN ] RNNTest.CheckOutputSizes 2024-12-18T03:14:37.6422567Z [ OK ] RNNTest.CheckOutputSizes (20 ms) 2024-12-18T03:14:37.6423469Z [ RUN ] RNNTest.CheckOutputSizesProj 2024-12-18T03:14:37.6433517Z [W1218 03:14:37.611724092 RNN.cpp:1474] Warning: LSTM with projections is not supported with oneDNN. Using default implementation. (function operator()) 2024-12-18T03:14:37.6496628Z [ OK ] RNNTest.CheckOutputSizesProj (7 ms) 2024-12-18T03:14:37.6497025Z [ RUN ] RNNTest.CheckOutputValuesMatchPyTorch 2024-12-18T03:14:37.6501261Z [ OK ] RNNTest.CheckOutputValuesMatchPyTorch (0 ms) 2024-12-18T03:14:37.6501641Z [ RUN ] RNNTest.EndToEndLSTM 2024-12-18T03:14:38.6222367Z [ OK ] RNNTest.EndToEndLSTM (972 ms) 2024-12-18T03:14:38.6222781Z [ RUN ] RNNTest.EndToEndLSTMProj 2024-12-18T03:14:40.4331596Z [ OK ] RNNTest.EndToEndLSTMProj (1810 ms) 2024-12-18T03:14:40.4331972Z [ RUN ] RNNTest.EndToEndGRU 2024-12-18T03:14:41.9817867Z [ OK ] RNNTest.EndToEndGRU (1548 ms) 2024-12-18T03:14:41.9818224Z [ RUN ] RNNTest.EndToEndRNNRelu 2024-12-18T03:14:42.8411374Z [ OK ] RNNTest.EndToEndRNNRelu (859 ms) 2024-12-18T03:14:42.8411764Z [ RUN ] RNNTest.EndToEndRNNTanh 2024-12-18T03:14:43.8205086Z [ OK ] RNNTest.EndToEndRNNTanh (979 ms) 2024-12-18T03:14:43.8205584Z [ RUN ] RNNTest.Sizes_CUDA 2024-12-18T03:14:43.8686728Z [ OK ] RNNTest.Sizes_CUDA (48 ms) 2024-12-18T03:14:43.8687157Z [ RUN ] RNNTest.SizesProj_CUDA 2024-12-18T03:14:43.8722931Z [ OK ] RNNTest.SizesProj_CUDA (3 ms) 2024-12-18T03:14:43.8723354Z [ RUN ] RNNTest.EndToEndLSTM_CUDA 2024-12-18T03:14:45.1498898Z [ OK ] RNNTest.EndToEndLSTM_CUDA (1277 ms) 2024-12-18T03:14:45.1499298Z [ RUN ] RNNTest.EndToEndLSTMProj_CUDA 2024-12-18T03:14:46.5273330Z [ OK ] RNNTest.EndToEndLSTMProj_CUDA (1377 ms) 2024-12-18T03:14:46.5274487Z [ RUN ] RNNTest.EndToEndGRU_CUDA 2024-12-18T03:14:47.5355623Z [ OK ] RNNTest.EndToEndGRU_CUDA (1008 ms) 2024-12-18T03:14:47.5356016Z [ RUN ] RNNTest.EndToEndRNNRelu_CUDA 2024-12-18T03:14:48.3988921Z [ OK ] RNNTest.EndToEndRNNRelu_CUDA (863 ms) 2024-12-18T03:14:48.3989560Z [ RUN ] RNNTest.EndToEndRNNTanh_CUDA 2024-12-18T03:14:49.3676896Z [ OK ] RNNTest.EndToEndRNNTanh_CUDA (968 ms) 2024-12-18T03:14:49.3677398Z [ RUN ] RNNTest.PrettyPrintRNNs 2024-12-18T03:14:49.3698651Z [ OK ] RNNTest.PrettyPrintRNNs (2 ms) 2024-12-18T03:14:49.3699111Z [ RUN ] RNNTest.BidirectionalFlattenParameters 2024-12-18T03:14:49.3805390Z [ OK ] RNNTest.BidirectionalFlattenParameters (10 ms) 2024-12-18T03:14:49.3805839Z [ RUN ] RNNTest.BidirectionalGRUReverseForward 2024-12-18T03:14:49.3818427Z [ OK ] RNNTest.BidirectionalGRUReverseForward (1 ms) 2024-12-18T03:14:49.3818941Z [ RUN ] RNNTest.BidirectionalGRUReverseForward_CUDA 2024-12-18T03:14:49.3834252Z [ OK ] RNNTest.BidirectionalGRUReverseForward_CUDA (1 ms) 2024-12-18T03:14:49.3834728Z [ RUN ] RNNTest.BidirectionalLSTMReverseForward 2024-12-18T03:14:49.3857009Z [ OK ] RNNTest.BidirectionalLSTMReverseForward (2 ms) 2024-12-18T03:14:49.3857516Z [ RUN ] RNNTest.BidirectionalLSTMReverseForward_CUDA 2024-12-18T03:14:49.3873608Z [ OK ] RNNTest.BidirectionalLSTMReverseForward_CUDA (1 ms) 2024-12-18T03:14:49.3874077Z [ RUN ] RNNTest.BidirectionalMultilayerGRU_CPU_vs_CUDA 2024-12-18T03:14:49.3921212Z [ OK ] RNNTest.BidirectionalMultilayerGRU_CPU_vs_CUDA (4 ms) 2024-12-18T03:14:49.3921748Z [ RUN ] RNNTest.BidirectionalMultilayerLSTM_CPU_vs_CUDA 2024-12-18T03:14:49.3973979Z [ OK ] RNNTest.BidirectionalMultilayerLSTM_CPU_vs_CUDA (5 ms) 2024-12-18T03:14:49.3974465Z [ RUN ] RNNTest.BidirectionalMultilayerLSTMProj_CPU_vs_CUDA 2024-12-18T03:14:49.4031464Z [ OK ] RNNTest.BidirectionalMultilayerLSTMProj_CPU_vs_CUDA (5 ms) 2024-12-18T03:14:49.4031920Z [ RUN ] RNNTest.UsePackedSequenceAsInput 2024-12-18T03:14:49.4048242Z [ OK ] RNNTest.UsePackedSequenceAsInput (1 ms) 2024-12-18T03:14:49.4048684Z [ RUN ] RNNTest.CheckErrorInfos 2024-12-18T03:14:49.4049626Z [ OK ] RNNTest.CheckErrorInfos (0 ms) 2024-12-18T03:14:49.4050091Z [ RUN ] RNNTest.CheckPadPackedSequenceWithCudaTensors_CUDA 2024-12-18T03:14:49.4657036Z [ OK ] RNNTest.CheckPadPackedSequenceWithCudaTensors_CUDA (60 ms) 2024-12-18T03:14:49.4658218Z [----------] 27 tests from RNNTest (11844 ms total) 2024-12-18T03:14:49.4658809Z 2024-12-18T03:14:49.4659049Z [----------] 20 tests from SequentialTest 2024-12-18T03:14:49.4659439Z [ RUN ] SequentialTest.CanContainThings 2024-12-18T03:14:49.4659810Z [ OK ] SequentialTest.CanContainThings (0 ms) 2024-12-18T03:14:49.4660210Z [ RUN ] SequentialTest.ConstructsFromSharedPointer 2024-12-18T03:14:49.4660653Z [ OK ] SequentialTest.ConstructsFromSharedPointer (0 ms) 2024-12-18T03:14:49.4661096Z [ RUN ] SequentialTest.ConstructsFromConcreteType 2024-12-18T03:14:49.4661530Z [ OK ] SequentialTest.ConstructsFromConcreteType (0 ms) 2024-12-18T03:14:49.4661956Z [ RUN ] SequentialTest.ConstructsFromModuleHolder 2024-12-18T03:14:49.4662389Z [ OK ] SequentialTest.ConstructsFromModuleHolder (0 ms) 2024-12-18T03:14:49.4662809Z [ RUN ] SequentialTest.PushBackAddsAnElement 2024-12-18T03:14:49.4663366Z [ OK ] SequentialTest.PushBackAddsAnElement (0 ms) 2024-12-18T03:14:49.4663946Z [ RUN ] SequentialTest.AccessWithAt 2024-12-18T03:14:49.4664457Z [ OK ] SequentialTest.AccessWithAt (0 ms) 2024-12-18T03:14:49.4664873Z [ RUN ] SequentialTest.AccessWithPtr 2024-12-18T03:14:49.4665263Z [ OK ] SequentialTest.AccessWithPtr (0 ms) 2024-12-18T03:14:49.4665799Z [ RUN ] SequentialTest.CallingForwardOnEmptySequentialIsDisallowed 2024-12-18T03:14:49.4666476Z [ OK ] SequentialTest.CallingForwardOnEmptySequentialIsDisallowed (0 ms) 2024-12-18T03:14:49.4667116Z [ RUN ] SequentialTest.CallingForwardChainsCorrectly 2024-12-18T03:14:49.4667584Z [ OK ] SequentialTest.CallingForwardChainsCorrectly (0 ms) 2024-12-18T03:14:49.4668100Z [ RUN ] SequentialTest.CallingForwardWithTheWrongReturnTypeThrows 2024-12-18T03:14:49.4668814Z [ OK ] SequentialTest.CallingForwardWithTheWrongReturnTypeThrows (0 ms) 2024-12-18T03:14:49.4669490Z [ RUN ] SequentialTest.TheReturnTypeOfForwardDefaultsToTensor 2024-12-18T03:14:49.4670102Z [ OK ] SequentialTest.TheReturnTypeOfForwardDefaultsToTensor (0 ms) 2024-12-18T03:14:49.4670640Z [ RUN ] SequentialTest.ForwardReturnsTheLastValue 2024-12-18T03:14:49.4671205Z [ OK ] SequentialTest.ForwardReturnsTheLastValue (0 ms) 2024-12-18T03:14:49.4671699Z [ RUN ] SequentialTest.SanityCheckForHoldingStandardModules 2024-12-18T03:14:49.4672218Z [ OK ] SequentialTest.SanityCheckForHoldingStandardModules (0 ms) 2024-12-18T03:14:49.4672849Z [ RUN ] SequentialTest.ExtendPushesModulesFromOtherSequential 2024-12-18T03:14:49.4673507Z [ OK ] SequentialTest.ExtendPushesModulesFromOtherSequential (0 ms) 2024-12-18T03:14:49.4674014Z [ RUN ] SequentialTest.HasReferenceSemantics 2024-12-18T03:14:49.4674415Z [ OK ] SequentialTest.HasReferenceSemantics (0 ms) 2024-12-18T03:14:49.4674787Z [ RUN ] SequentialTest.IsCloneable 2024-12-18T03:14:49.4675142Z [ OK ] SequentialTest.IsCloneable (0 ms) 2024-12-18T03:14:49.4675544Z [ RUN ] SequentialTest.RegistersElementsAsSubmodules 2024-12-18T03:14:49.4675993Z [ OK ] SequentialTest.RegistersElementsAsSubmodules (0 ms) 2024-12-18T03:14:49.4676420Z [ RUN ] SequentialTest.CloneToDevice_CUDA 2024-12-18T03:14:49.4676803Z [ OK ] SequentialTest.CloneToDevice_CUDA (0 ms) 2024-12-18T03:14:49.4677190Z [ RUN ] SequentialTest.PrettyPrintSequential 2024-12-18T03:14:49.4677597Z [ OK ] SequentialTest.PrettyPrintSequential (0 ms) 2024-12-18T03:14:49.4678031Z [ RUN ] SequentialTest.ModuleForwardMethodOptionalArg 2024-12-18T03:14:49.4720164Z [ OK ] SequentialTest.ModuleForwardMethodOptionalArg (4 ms) 2024-12-18T03:14:49.4720615Z [----------] 20 tests from SequentialTest (6 ms total) 2024-12-18T03:14:49.4720858Z 2024-12-18T03:14:49.4720981Z [----------] 17 tests from TransformerTest 2024-12-18T03:14:49.4721346Z [ RUN ] TransformerTest.TransformerEncoderLayer 2024-12-18T03:14:49.4789305Z [ OK ] TransformerTest.TransformerEncoderLayer (6 ms) 2024-12-18T03:14:49.4789768Z [ RUN ] TransformerTest.TransformerEncoderLayer_CUDA 2024-12-18T03:14:49.5014025Z [ OK ] TransformerTest.TransformerEncoderLayer_CUDA (22 ms) 2024-12-18T03:14:49.5014912Z [ RUN ] TransformerTest.TransformerDecoderLayer 2024-12-18T03:14:49.5085894Z [ OK ] TransformerTest.TransformerDecoderLayer (7 ms) 2024-12-18T03:14:49.5086348Z [ RUN ] TransformerTest.TransformerDecoderLayer_CUDA 2024-12-18T03:14:49.5244452Z [ OK ] TransformerTest.TransformerDecoderLayer_CUDA (15 ms) 2024-12-18T03:14:49.5244927Z [ RUN ] TransformerTest.TransformerDecoderLayer_gelu 2024-12-18T03:14:49.5286487Z [ OK ] TransformerTest.TransformerDecoderLayer_gelu (4 ms) 2024-12-18T03:14:49.5286961Z [ RUN ] TransformerTest.TransformerDecoderLayer_gelu_CUDA 2024-12-18T03:14:49.5372049Z [ OK ] TransformerTest.TransformerDecoderLayer_gelu_CUDA (8 ms) 2024-12-18T03:14:49.5372526Z [ RUN ] TransformerTest.TransformerEncoder 2024-12-18T03:14:49.5513485Z [ OK ] TransformerTest.TransformerEncoder (13 ms) 2024-12-18T03:14:49.5513999Z [ RUN ] TransformerTest.TransformerEncoder_CUDA 2024-12-18T03:14:49.5785090Z [ OK ] TransformerTest.TransformerEncoder_CUDA (27 ms) 2024-12-18T03:14:49.5785662Z [ RUN ] TransformerTest.PrettyPrintTransformerEncoderLayer 2024-12-18T03:14:49.5787856Z [ OK ] TransformerTest.PrettyPrintTransformerEncoderLayer (0 ms) 2024-12-18T03:14:49.5788461Z [ RUN ] TransformerTest.PrettyPrintTransformerEncoder 2024-12-18T03:14:49.5795574Z [ OK ] TransformerTest.PrettyPrintTransformerEncoder (0 ms) 2024-12-18T03:14:49.5796310Z [ RUN ] TransformerTest.PrettyPrintTransformerDecoderLayer 2024-12-18T03:14:49.5797168Z [ OK ] TransformerTest.PrettyPrintTransformerDecoderLayer (0 ms) 2024-12-18T03:14:49.5797697Z [ RUN ] TransformerTest.TransformerDecoder 2024-12-18T03:14:49.6191640Z [ OK ] TransformerTest.TransformerDecoder (39 ms) 2024-12-18T03:14:49.6192462Z [ RUN ] TransformerTest.TransformerDecoder_CUDA 2024-12-18T03:14:49.6961759Z [ OK ] TransformerTest.TransformerDecoder_CUDA (77 ms) 2024-12-18T03:14:49.6962225Z [ RUN ] TransformerTest.PrettyPrintTransformerDecoder 2024-12-18T03:14:49.6972189Z [ OK ] TransformerTest.PrettyPrintTransformerDecoder (1 ms) 2024-12-18T03:14:49.6972635Z [ RUN ] TransformerTest.Transformer 2024-12-18T03:14:49.7112691Z [ OK ] TransformerTest.Transformer (13 ms) 2024-12-18T03:14:49.7113234Z [ RUN ] TransformerTest.Transformer_CUDA 2024-12-18T03:14:49.7413098Z [ OK ] TransformerTest.Transformer_CUDA (30 ms) 2024-12-18T03:14:49.7413531Z [ RUN ] TransformerTest.TransformerArgsCorrectness 2024-12-18T03:14:49.7419874Z [ OK ] TransformerTest.TransformerArgsCorrectness (0 ms) 2024-12-18T03:14:49.7420371Z [----------] 17 tests from TransformerTest (270 ms total) 2024-12-18T03:14:49.7420644Z 2024-12-18T03:14:49.7420774Z [----------] 24 tests from SerializeTest 2024-12-18T03:14:49.7421107Z [ RUN ] SerializeTest.KeysFunc 2024-12-18T03:14:49.7425868Z [ OK ] SerializeTest.KeysFunc (0 ms) 2024-12-18T03:14:49.7426291Z [ RUN ] SerializeTest.TryReadFunc 2024-12-18T03:14:49.7429356Z [ OK ] SerializeTest.TryReadFunc (0 ms) 2024-12-18T03:14:49.7429791Z [ RUN ] SerializeTest.Basic 2024-12-18T03:14:49.7431974Z [ OK ] SerializeTest.Basic (0 ms) 2024-12-18T03:14:49.7432390Z [ RUN ] SerializeTest.MathBits 2024-12-18T03:14:49.7441027Z [ OK ] SerializeTest.MathBits (0 ms) 2024-12-18T03:14:49.7441460Z [ RUN ] SerializeTest.BasicToFile 2024-12-18T03:14:49.7445629Z [ OK ] SerializeTest.BasicToFile (0 ms) 2024-12-18T03:14:49.7445997Z [ RUN ] SerializeTest.BasicViaFunc 2024-12-18T03:14:49.7449219Z [ OK ] SerializeTest.BasicViaFunc (0 ms) 2024-12-18T03:14:49.7449623Z [ RUN ] SerializeTest.Resized 2024-12-18T03:14:49.7451665Z [ OK ] SerializeTest.Resized (0 ms) 2024-12-18T03:14:49.7452003Z [ RUN ] SerializeTest.Sliced 2024-12-18T03:14:49.7453925Z [ OK ] SerializeTest.Sliced (0 ms) 2024-12-18T03:14:49.7454369Z [ RUN ] SerializeTest.NonContiguous 2024-12-18T03:14:49.7456412Z [ OK ] SerializeTest.NonContiguous (0 ms) 2024-12-18T03:14:49.7456870Z [ RUN ] SerializeTest.ErrorOnMissingKey 2024-12-18T03:14:49.7461952Z [ OK ] SerializeTest.ErrorOnMissingKey (0 ms) 2024-12-18T03:14:49.7462317Z [ RUN ] SerializeTest.XOR 2024-12-18T03:14:49.9285037Z [ OK ] SerializeTest.XOR (182 ms) 2024-12-18T03:14:49.9285695Z [ RUN ] SerializeTest.Optim 2024-12-18T03:14:49.9306421Z [ OK ] SerializeTest.Optim (2 ms) 2024-12-18T03:14:49.9306750Z [ RUN ] SerializeTest.Optim_Adagrad 2024-12-18T03:14:49.9336817Z [ OK ] SerializeTest.Optim_Adagrad (3 ms) 2024-12-18T03:14:49.9337163Z [ RUN ] SerializeTest.Optim_SGD 2024-12-18T03:14:49.9364738Z [ OK ] SerializeTest.Optim_SGD (2 ms) 2024-12-18T03:14:49.9365077Z [ RUN ] SerializeTest.Optim_Adam 2024-12-18T03:14:49.9399479Z [ OK ] SerializeTest.Optim_Adam (3 ms) 2024-12-18T03:14:49.9399938Z [ RUN ] SerializeTest.Optim_AdamW 2024-12-18T03:14:49.9435220Z [ OK ] SerializeTest.Optim_AdamW (3 ms) 2024-12-18T03:14:49.9435644Z [ RUN ] SerializeTest.Optim_RMSprop 2024-12-18T03:14:49.9469500Z [ OK ] SerializeTest.Optim_RMSprop (3 ms) 2024-12-18T03:14:49.9469857Z [ RUN ] SerializeTest.Optim_LBFGS 2024-12-18T03:14:49.9503199Z [ OK ] SerializeTest.Optim_LBFGS (3 ms) 2024-12-18T03:14:49.9503538Z [ RUN ] SerializeTest.XOR_CUDA 2024-12-18T03:14:50.1666154Z [ OK ] SerializeTest.XOR_CUDA (216 ms) 2024-12-18T03:14:50.1667950Z [ RUN ] SerializeTest.CanSerializeModulesWithIntermediateModulesWithoutParametersOrBuffers 2024-12-18T03:14:50.1669937Z [ OK ] SerializeTest.CanSerializeModulesWithIntermediateModulesWithoutParametersOrBuffers (0 ms) 2024-12-18T03:14:50.1670601Z [ RUN ] SerializeTest.VectorOfTensors 2024-12-18T03:14:50.1671171Z [ OK ] SerializeTest.VectorOfTensors (0 ms) 2024-12-18T03:14:50.1671530Z [ RUN ] SerializeTest.IValue 2024-12-18T03:14:50.1674484Z [ OK ] SerializeTest.IValue (0 ms) 2024-12-18T03:14:50.1675073Z [ RUN ] SerializeTest.UnserializableSubmoduleIsSkippedWhenSavingModule 2024-12-18T03:14:50.1675764Z [ OK ] SerializeTest.UnserializableSubmoduleIsSkippedWhenSavingModule (0 ms) 2024-12-18T03:14:50.1676475Z [ RUN ] SerializeTest.UnserializableSubmoduleIsIgnoredWhenLoadingModule 2024-12-18T03:14:50.1681979Z [ OK ] SerializeTest.UnserializableSubmoduleIsIgnoredWhenLoadingModule (0 ms) 2024-12-18T03:14:50.1682712Z [----------] 24 tests from SerializeTest (426 ms total) 2024-12-18T03:14:50.1683069Z 2024-12-18T03:14:50.1683189Z [----------] 1 test from SpecialTest 2024-12-18T03:14:50.1683543Z [ RUN ] SpecialTest.special 2024-12-18T03:14:50.1683867Z [ OK ] SpecialTest.special (0 ms) 2024-12-18T03:14:50.1684325Z [----------] 1 test from SpecialTest (0 ms total) 2024-12-18T03:14:50.1684648Z 2024-12-18T03:14:50.1684772Z [----------] 3 tests from TestStatic 2024-12-18T03:14:50.1685086Z [ RUN ] TestStatic.EnableIfModule 2024-12-18T03:14:50.1685417Z [ OK ] TestStatic.EnableIfModule (0 ms) 2024-12-18T03:14:50.1685801Z [ RUN ] TestStatic.ReturnTypeOfForward 2024-12-18T03:14:50.1686208Z [ OK ] TestStatic.ReturnTypeOfForward (0 ms) 2024-12-18T03:14:50.1686671Z [ RUN ] TestStatic.Apply 2024-12-18T03:14:50.1687018Z [ OK ] TestStatic.Apply (0 ms) 2024-12-18T03:14:50.1687404Z [----------] 3 tests from TestStatic (0 ms total) 2024-12-18T03:14:50.1687651Z 2024-12-18T03:14:50.1687793Z [----------] 51 tests from TensorTest 2024-12-18T03:14:50.1688195Z [ RUN ] TensorTest.ToDtype 2024-12-18T03:14:50.1688517Z [ OK ] TensorTest.ToDtype (0 ms) 2024-12-18T03:14:50.1688866Z [ RUN ] TensorTest.ToTensorAndTensorAttributes 2024-12-18T03:14:50.1689303Z [ OK ] TensorTest.ToTensorAndTensorAttributes (0 ms) 2024-12-18T03:14:50.1689796Z [ RUN ] TensorTest.ToOptionsWithRequiresGrad 2024-12-18T03:14:50.1690212Z [ OK ] TensorTest.ToOptionsWithRequiresGrad (0 ms) 2024-12-18T03:14:50.1690664Z [ RUN ] TensorTest.ToDoesNotCopyWhenOptionsAreAllTheSame 2024-12-18T03:14:50.1691160Z [ OK ] TensorTest.ToDoesNotCopyWhenOptionsAreAllTheSame (0 ms) 2024-12-18T03:14:50.1691597Z [ RUN ] TensorTest.AtTensorCtorScalar 2024-12-18T03:14:50.1691945Z [ OK ] TensorTest.AtTensorCtorScalar (0 ms) 2024-12-18T03:14:50.1692309Z [ RUN ] TensorTest.AtTensorCtorSingleDim 2024-12-18T03:14:50.1692682Z [ OK ] TensorTest.AtTensorCtorSingleDim (0 ms) 2024-12-18T03:14:50.1693061Z [ RUN ] TensorTest.AtTensorCastRealToComplex 2024-12-18T03:14:50.1693489Z [ OK ] TensorTest.AtTensorCastRealToComplex (0 ms) 2024-12-18T03:14:50.1694066Z [ RUN ] TensorTest.AtTensorCastComplexToRealErrorChecks 2024-12-18T03:14:50.1694548Z [ OK ] TensorTest.AtTensorCastComplexToRealErrorChecks (0 ms) 2024-12-18T03:14:50.1695015Z [ RUN ] TensorTest.TorchTensorCtorScalarIntegralType 2024-12-18T03:14:50.1695466Z [ OK ] TensorTest.TorchTensorCtorScalarIntegralType (0 ms) 2024-12-18T03:14:50.1696107Z [ RUN ] TensorTest.TorchTensorCtorScalarFloatingType 2024-12-18T03:14:50.1696691Z [ OK ] TensorTest.TorchTensorCtorScalarFloatingType (0 ms) 2024-12-18T03:14:50.1697132Z [ RUN ] TensorTest.TorchTensorCtorScalarBoolType 2024-12-18T03:14:50.1697554Z [ OK ] TensorTest.TorchTensorCtorScalarBoolType (0 ms) 2024-12-18T03:14:50.1698005Z [ RUN ] TensorTest.TorchTensorCtorSingleDimIntegralType 2024-12-18T03:14:50.1698594Z [ OK ] TensorTest.TorchTensorCtorSingleDimIntegralType (0 ms) 2024-12-18T03:14:50.1699234Z [ RUN ] TensorTest.TorchTensorCtorSingleDimFloatingType 2024-12-18T03:14:50.1699807Z [ OK ] TensorTest.TorchTensorCtorSingleDimFloatingType (0 ms) 2024-12-18T03:14:50.1700277Z [ RUN ] TensorTest.TorchTensorCtorSingleDimBoolType 2024-12-18T03:14:50.1700723Z [ OK ] TensorTest.TorchTensorCtorSingleDimBoolType (0 ms) 2024-12-18T03:14:50.1701256Z [ RUN ] TensorTest.TorchTensorCtorMultiDimIntegralType 2024-12-18T03:14:50.1701807Z [ OK ] TensorTest.TorchTensorCtorMultiDimIntegralType (0 ms) 2024-12-18T03:14:50.1702290Z [ RUN ] TensorTest.TorchTensorCtorMultiDimFloatingType 2024-12-18T03:14:50.1702760Z [ OK ] TensorTest.TorchTensorCtorMultiDimFloatingType (0 ms) 2024-12-18T03:14:50.1703220Z [ RUN ] TensorTest.TorchTensorCtorMultiDimBoolType 2024-12-18T03:14:50.1703660Z [ OK ] TensorTest.TorchTensorCtorMultiDimBoolType (0 ms) 2024-12-18T03:14:50.1704114Z [ RUN ] TensorTest.TorchTensorCtorMultiDimWithOptions 2024-12-18T03:14:50.1704593Z [ OK ] TensorTest.TorchTensorCtorMultiDimWithOptions (0 ms) 2024-12-18T03:14:50.1705063Z [ RUN ] TensorTest.TorchTensorCtorMultiDimErrorChecks 2024-12-18T03:14:50.1705521Z [ OK ] TensorTest.TorchTensorCtorMultiDimErrorChecks (0 ms) 2024-12-18T03:14:50.1705967Z [ RUN ] TensorTest.TorchTensorCastRealToComplex 2024-12-18T03:14:50.1706473Z [ OK ] TensorTest.TorchTensorCastRealToComplex (0 ms) 2024-12-18T03:14:50.1707040Z [ RUN ] TensorTest.TorchTensorCastComplexToRealErrorChecks 2024-12-18T03:14:50.1707757Z [W1218 03:14:50.138680215 Copy.cpp:308] Warning: Casting complex values to real discards the imaginary part (function operator()) 2024-12-18T03:14:50.1708643Z [ OK ] TensorTest.TorchTensorCastComplexToRealErrorChecks (0 ms) 2024-12-18T03:14:50.1709197Z [ RUN ] TensorTest.TorchTensorCtorMultiDim_CUDA 2024-12-18T03:14:50.1709986Z [ OK ] TensorTest.TorchTensorCtorMultiDim_CUDA (0 ms) 2024-12-18T03:14:50.1710527Z [ RUN ] TensorTest.TorchTensorCtorZeroSizedDim 2024-12-18T03:14:50.1710937Z [ OK ] TensorTest.TorchTensorCtorZeroSizedDim (0 ms) 2024-12-18T03:14:50.1711392Z [ RUN ] TensorTest.TorchTensorCtorWithoutSpecifyingDtype 2024-12-18T03:14:50.1712006Z [ OK ] TensorTest.TorchTensorCtorWithoutSpecifyingDtype (0 ms) 2024-12-18T03:14:50.1712494Z [ RUN ] TensorTest.TorchTensorCtorWithNonDtypeOptions 2024-12-18T03:14:50.1713399Z [ OK ] TensorTest.TorchTensorCtorWithNonDtypeOptions (0 ms) 2024-12-18T03:14:50.1713848Z [ RUN ] TensorTest.Arange 2024-12-18T03:14:50.1714234Z [ OK ] TensorTest.Arange (0 ms) 2024-12-18T03:14:50.1714607Z [ RUN ] TensorTest.PrettyPrintTensorDataContainer 2024-12-18T03:14:50.1715100Z [ OK ] TensorTest.PrettyPrintTensorDataContainer (0 ms) 2024-12-18T03:14:50.1715748Z [ RUN ] TensorTest.TensorDataContainerCallingAccessorOfWrongType 2024-12-18T03:14:50.1716370Z [ OK ] TensorTest.TensorDataContainerCallingAccessorOfWrongType (0 ms) 2024-12-18T03:14:50.1716946Z [ RUN ] TensorTest.FromBlob 2024-12-18T03:14:50.1717355Z [ OK ] TensorTest.FromBlob (0 ms) 2024-12-18T03:14:50.1717693Z [ RUN ] TensorTest.FromBlobUsesDeleter 2024-12-18T03:14:50.1718145Z [ OK ] TensorTest.FromBlobUsesDeleter (0 ms) 2024-12-18T03:14:50.1718608Z [ RUN ] TensorTest.FromBlobWithStrides 2024-12-18T03:14:50.1719006Z [ OK ] TensorTest.FromBlobWithStrides (0 ms) 2024-12-18T03:14:50.1719346Z [ RUN ] TensorTest.Item 2024-12-18T03:14:50.1719797Z [ OK ] TensorTest.Item (0 ms) 2024-12-18T03:14:50.1720308Z [ RUN ] TensorTest.Item_CUDA 2024-12-18T03:14:50.1720687Z [ OK ] TensorTest.Item_CUDA (0 ms) 2024-12-18T03:14:50.1721007Z [ RUN ] TensorTest.DataPtr 2024-12-18T03:14:50.1721301Z [ OK ] TensorTest.DataPtr (0 ms) 2024-12-18T03:14:50.1721606Z [ RUN ] TensorTest.Data 2024-12-18T03:14:50.1721882Z [ OK ] TensorTest.Data (0 ms) 2024-12-18T03:14:50.1722202Z [ RUN ] TensorTest.BackwardAndGrad 2024-12-18T03:14:50.1722628Z [ OK ] TensorTest.BackwardAndGrad (0 ms) 2024-12-18T03:14:50.1723107Z [ RUN ] TensorTest.BackwardCreatesOnesGrad 2024-12-18T03:14:50.1723587Z [ OK ] TensorTest.BackwardCreatesOnesGrad (0 ms) 2024-12-18T03:14:50.1723976Z [ RUN ] TensorTest.BackwardNonScalarOutputs 2024-12-18T03:14:50.1724370Z [ OK ] TensorTest.BackwardNonScalarOutputs (0 ms) 2024-12-18T03:14:50.1724769Z [ RUN ] TensorTest.BackwardComplexScalarOutput 2024-12-18T03:14:50.1725277Z [ OK ] TensorTest.BackwardComplexScalarOutput (0 ms) 2024-12-18T03:14:50.1725669Z [ RUN ] TensorTest.IsLeaf 2024-12-18T03:14:50.1725959Z [ OK ] TensorTest.IsLeaf (0 ms) 2024-12-18T03:14:50.1726268Z [ RUN ] TensorTest.OutputNr 2024-12-18T03:14:50.1726567Z [ OK ] TensorTest.OutputNr (0 ms) 2024-12-18T03:14:50.1726882Z [ RUN ] TensorTest.Version 2024-12-18T03:14:50.1727188Z [ OK ] TensorTest.Version (0 ms) 2024-12-18T03:14:50.1727499Z [ RUN ] TensorTest.Detach 2024-12-18T03:14:50.1727783Z [ OK ] TensorTest.Detach (0 ms) 2024-12-18T03:14:50.1728103Z [ RUN ] TensorTest.DetachInplace 2024-12-18T03:14:50.1728437Z [ OK ] TensorTest.DetachInplace (0 ms) 2024-12-18T03:14:50.1728765Z [ RUN ] TensorTest.SetData 2024-12-18T03:14:50.1729087Z [ OK ] TensorTest.SetData (0 ms) 2024-12-18T03:14:50.1729442Z [ RUN ] TensorTest.RequiresGradInplace 2024-12-18T03:14:50.1729806Z [ OK ] TensorTest.RequiresGradInplace (0 ms) 2024-12-18T03:14:50.1730160Z [ RUN ] TensorTest.StdDimension 2024-12-18T03:14:50.1730496Z [ OK ] TensorTest.StdDimension (0 ms) 2024-12-18T03:14:50.1730825Z [ RUN ] TensorTest.ReshapeAlias 2024-12-18T03:14:50.1731141Z [ OK ] TensorTest.ReshapeAlias (0 ms) 2024-12-18T03:14:50.1731477Z [ RUN ] TensorTest.BackendMetadata 2024-12-18T03:14:50.1731822Z [ OK ] TensorTest.BackendMetadata (0 ms) 2024-12-18T03:14:50.1732252Z [ RUN ] TensorTest.ToDoesNotCopyWhenOptionsAreAllTheSame_CUDA 2024-12-18T03:14:50.1732788Z [ OK ] TensorTest.ToDoesNotCopyWhenOptionsAreAllTheSame_CUDA (0 ms) 2024-12-18T03:14:50.1733278Z [ RUN ] TensorTest.MagmaInitializesCorrectly_CUDA 2024-12-18T03:14:50.1963120Z [ OK ] TensorTest.MagmaInitializesCorrectly_CUDA (23 ms) 2024-12-18T03:14:50.1963542Z [----------] 51 tests from TensorTest (27 ms total) 2024-12-18T03:14:50.1963782Z 2024-12-18T03:14:50.1963945Z [----------] 40 tests from TensorIndexingTest 2024-12-18T03:14:50.1964351Z [ RUN ] TensorIndexingTest.Slice 2024-12-18T03:14:50.1964686Z [ OK ] TensorIndexingTest.Slice (0 ms) 2024-12-18T03:14:50.1965127Z [ RUN ] TensorIndexingTest.TensorIndex 2024-12-18T03:14:50.1965482Z [ OK ] TensorIndexingTest.TensorIndex (0 ms) 2024-12-18T03:14:50.1965921Z [ RUN ] TensorIndexingTest.TestNoIndices 2024-12-18T03:14:50.1966302Z [ OK ] TensorIndexingTest.TestNoIndices (0 ms) 2024-12-18T03:14:50.1966833Z [ RUN ] TensorIndexingTest.TestAdvancedIndexingWithListOfTensor 2024-12-18T03:14:50.1967408Z [ OK ] TensorIndexingTest.TestAdvancedIndexingWithListOfTensor (0 ms) 2024-12-18T03:14:50.1967955Z [ RUN ] TensorIndexingTest.TestSingleInt 2024-12-18T03:14:50.1968367Z [ OK ] TensorIndexingTest.TestSingleInt (0 ms) 2024-12-18T03:14:50.1968806Z [ RUN ] TensorIndexingTest.TestMultipleInt 2024-12-18T03:14:50.1969238Z [ OK ] TensorIndexingTest.TestMultipleInt (0 ms) 2024-12-18T03:14:50.1969629Z [ RUN ] TensorIndexingTest.TestNone 2024-12-18T03:14:50.1970000Z [ OK ] TensorIndexingTest.TestNone (0 ms) 2024-12-18T03:14:50.1970574Z [ RUN ] TensorIndexingTest.TestStep 2024-12-18T03:14:50.1971061Z [ OK ] TensorIndexingTest.TestStep (0 ms) 2024-12-18T03:14:50.1971436Z [ RUN ] TensorIndexingTest.TestStepAssignment 2024-12-18T03:14:50.1971900Z [ OK ] TensorIndexingTest.TestStepAssignment (0 ms) 2024-12-18T03:14:50.1972304Z [ RUN ] TensorIndexingTest.TestBoolIndices 2024-12-18T03:14:50.1972752Z [ OK ] TensorIndexingTest.TestBoolIndices (0 ms) 2024-12-18T03:14:50.1973170Z [ RUN ] TensorIndexingTest.TestBoolIndicesAccumulate 2024-12-18T03:14:50.1973793Z [ OK ] TensorIndexingTest.TestBoolIndicesAccumulate (0 ms) 2024-12-18T03:14:50.1974291Z [ RUN ] TensorIndexingTest.TestMultipleBoolIndices 2024-12-18T03:14:50.1974812Z [ OK ] TensorIndexingTest.TestMultipleBoolIndices (0 ms) 2024-12-18T03:14:50.1975245Z [ RUN ] TensorIndexingTest.TestByteMask 2024-12-18T03:14:50.1975728Z [ OK ] TensorIndexingTest.TestByteMask (0 ms) 2024-12-18T03:14:50.1976134Z [ RUN ] TensorIndexingTest.TestByteMaskAccumulate 2024-12-18T03:14:50.1976633Z [ OK ] TensorIndexingTest.TestByteMaskAccumulate (0 ms) 2024-12-18T03:14:50.1977136Z [ RUN ] TensorIndexingTest.TestMultipleByteMask 2024-12-18T03:14:50.1977554Z [ OK ] TensorIndexingTest.TestMultipleByteMask (0 ms) 2024-12-18T03:14:50.1978026Z [ RUN ] TensorIndexingTest.TestByteMask2d 2024-12-18T03:14:50.1978398Z [ OK ] TensorIndexingTest.TestByteMask2d (0 ms) 2024-12-18T03:14:50.1978776Z [ RUN ] TensorIndexingTest.TestIntIndices 2024-12-18T03:14:50.1979159Z [ OK ] TensorIndexingTest.TestIntIndices (0 ms) 2024-12-18T03:14:50.1979629Z [ RUN ] TensorIndexingTest.TestIntIndices2d 2024-12-18T03:14:50.1980019Z [ OK ] TensorIndexingTest.TestIntIndices2d (0 ms) 2024-12-18T03:14:50.1980497Z [ RUN ] TensorIndexingTest.TestIntIndicesBroadcast 2024-12-18T03:14:50.1980935Z [ OK ] TensorIndexingTest.TestIntIndicesBroadcast (0 ms) 2024-12-18T03:14:50.1981432Z [ RUN ] TensorIndexingTest.TestEmptyIndex 2024-12-18T03:14:50.1981879Z [ OK ] TensorIndexingTest.TestEmptyIndex (0 ms) 2024-12-18T03:14:50.1982277Z [ RUN ] TensorIndexingTest.TestEmptyNdimIndex 2024-12-18T03:14:50.1982763Z [ OK ] TensorIndexingTest.TestEmptyNdimIndex (0 ms) 2024-12-18T03:14:50.1983198Z [ RUN ] TensorIndexingTest.TestEmptyNdimIndex_CUDA 2024-12-18T03:14:50.1983707Z [ OK ] TensorIndexingTest.TestEmptyNdimIndex_CUDA (0 ms) 2024-12-18T03:14:50.1984178Z [ RUN ] TensorIndexingTest.TestEmptyNdimIndexBool 2024-12-18T03:14:50.1984673Z [ OK ] TensorIndexingTest.TestEmptyNdimIndexBool (0 ms) 2024-12-18T03:14:50.1985131Z [ RUN ] TensorIndexingTest.TestEmptyNdimIndexBool_CUDA 2024-12-18T03:14:50.1985586Z [ OK ] TensorIndexingTest.TestEmptyNdimIndexBool_CUDA (0 ms) 2024-12-18T03:14:50.1986010Z [ RUN ] TensorIndexingTest.TestEmptySlice 2024-12-18T03:14:50.1986387Z [ OK ] TensorIndexingTest.TestEmptySlice (0 ms) 2024-12-18T03:14:50.1986773Z [ RUN ] TensorIndexingTest.TestEmptySlice_CUDA 2024-12-18T03:14:50.1987170Z [ OK ] TensorIndexingTest.TestEmptySlice_CUDA (0 ms) 2024-12-18T03:14:50.1987618Z [ RUN ] TensorIndexingTest.TestIndexGetitemCopyBoolsSlices 2024-12-18T03:14:50.1988130Z [ OK ] TensorIndexingTest.TestIndexGetitemCopyBoolsSlices (0 ms) 2024-12-18T03:14:50.1988702Z [ RUN ] TensorIndexingTest.TestIndexSetitemBoolsSlices 2024-12-18T03:14:50.1989234Z [ OK ] TensorIndexingTest.TestIndexSetitemBoolsSlices (0 ms) 2024-12-18T03:14:50.1989727Z [ RUN ] TensorIndexingTest.TestIndexScalarWithBoolMask 2024-12-18T03:14:50.1990273Z [ OK ] TensorIndexingTest.TestIndexScalarWithBoolMask (0 ms) 2024-12-18T03:14:50.1990764Z [ RUN ] TensorIndexingTest.TestIndexScalarWithBoolMask_CUDA 2024-12-18T03:14:50.2127871Z [ OK ] TensorIndexingTest.TestIndexScalarWithBoolMask_CUDA (13 ms) 2024-12-18T03:14:50.2128395Z [ RUN ] TensorIndexingTest.TestSetitemExpansionError 2024-12-18T03:14:50.2129572Z [ OK ] TensorIndexingTest.TestSetitemExpansionError (0 ms) 2024-12-18T03:14:50.2130124Z [ RUN ] TensorIndexingTest.TestGetitemScalars 2024-12-18T03:14:50.2133418Z [ OK ] TensorIndexingTest.TestGetitemScalars (0 ms) 2024-12-18T03:14:50.2133904Z [ RUN ] TensorIndexingTest.TestSetitemScalars 2024-12-18T03:14:50.2135935Z [ OK ] TensorIndexingTest.TestSetitemScalars (0 ms) 2024-12-18T03:14:50.2136455Z [ RUN ] TensorIndexingTest.TestBasicAdvancedCombined 2024-12-18T03:14:50.2136997Z [ OK ] TensorIndexingTest.TestBasicAdvancedCombined (0 ms) 2024-12-18T03:14:50.2137470Z [ RUN ] TensorIndexingTest.TestIntAssignment 2024-12-18T03:14:50.2138022Z [ OK ] TensorIndexingTest.TestIntAssignment (0 ms) 2024-12-18T03:14:50.2138452Z [ RUN ] TensorIndexingTest.TestByteTensorAssignment 2024-12-18T03:14:50.2139662Z [ OK ] TensorIndexingTest.TestByteTensorAssignment (0 ms) 2024-12-18T03:14:50.2140211Z [ RUN ] TensorIndexingTest.TestVariableSlicing 2024-12-18T03:14:50.2140637Z [ OK ] TensorIndexingTest.TestVariableSlicing (0 ms) 2024-12-18T03:14:50.2141141Z [ RUN ] TensorIndexingTest.TestEllipsisTensor 2024-12-18T03:14:50.2141642Z [ OK ] TensorIndexingTest.TestEllipsisTensor (0 ms) 2024-12-18T03:14:50.2142063Z [ RUN ] TensorIndexingTest.TestOutOfBoundIndex 2024-12-18T03:14:50.2142915Z [ OK ] TensorIndexingTest.TestOutOfBoundIndex (0 ms) 2024-12-18T03:14:50.2143357Z [ RUN ] TensorIndexingTest.TestZeroDimIndex 2024-12-18T03:14:50.2143834Z [ OK ] TensorIndexingTest.TestZeroDimIndex (0 ms) 2024-12-18T03:14:50.2144501Z [----------] 40 tests from TensorIndexingTest (18 ms total) 2024-12-18T03:14:50.2144764Z 2024-12-18T03:14:50.2144886Z [----------] 18 tests from NumpyTests 2024-12-18T03:14:50.2145243Z [ RUN ] NumpyTests.TestNoneIndex 2024-12-18T03:14:50.2145606Z [ OK ] NumpyTests.TestNoneIndex (0 ms) 2024-12-18T03:14:50.2145969Z [ RUN ] NumpyTests.TestEmptyFancyIndex 2024-12-18T03:14:50.2146427Z [ OK ] NumpyTests.TestEmptyFancyIndex (0 ms) 2024-12-18T03:14:50.2146794Z [ RUN ] NumpyTests.TestEllipsisIndex 2024-12-18T03:14:50.2147232Z [ OK ] NumpyTests.TestEllipsisIndex (0 ms) 2024-12-18T03:14:50.2147594Z [ RUN ] NumpyTests.TestSingleIntIndex 2024-12-18T03:14:50.2148019Z [ OK ] NumpyTests.TestSingleIntIndex (0 ms) 2024-12-18T03:14:50.2148383Z [ RUN ] NumpyTests.TestSingleBoolIndex 2024-12-18T03:14:50.2148817Z [ OK ] NumpyTests.TestSingleBoolIndex (0 ms) 2024-12-18T03:14:50.2149198Z [ RUN ] NumpyTests.TestBooleanShapeMismatch 2024-12-18T03:14:50.2149683Z [ OK ] NumpyTests.TestBooleanShapeMismatch (0 ms) 2024-12-18T03:14:50.2150117Z [ RUN ] NumpyTests.TestBooleanIndexingOnedim 2024-12-18T03:14:50.2150591Z [ OK ] NumpyTests.TestBooleanIndexingOnedim (0 ms) 2024-12-18T03:14:50.2151023Z [ RUN ] NumpyTests.TestBooleanAssignmentValueMismatch 2024-12-18T03:14:50.2152648Z [ OK ] NumpyTests.TestBooleanAssignmentValueMismatch (0 ms) 2024-12-18T03:14:50.2153186Z [ RUN ] NumpyTests.TestBooleanIndexingTwodim 2024-12-18T03:14:50.2154358Z [ OK ] NumpyTests.TestBooleanIndexingTwodim (0 ms) 2024-12-18T03:14:50.2154839Z [ RUN ] NumpyTests.TestBooleanIndexingWeirdness 2024-12-18T03:14:50.2156785Z [ OK ] NumpyTests.TestBooleanIndexingWeirdness (0 ms) 2024-12-18T03:14:50.2157283Z [ RUN ] NumpyTests.TestBooleanIndexingWeirdnessTensors 2024-12-18T03:14:50.2158468Z [ OK ] NumpyTests.TestBooleanIndexingWeirdnessTensors (0 ms) 2024-12-18T03:14:50.2158931Z [ RUN ] NumpyTests.TestBooleanIndexingAlldims 2024-12-18T03:14:50.2159408Z [ OK ] NumpyTests.TestBooleanIndexingAlldims (0 ms) 2024-12-18T03:14:50.2159851Z [ RUN ] NumpyTests.TestBooleanListIndexing 2024-12-18T03:14:50.2160502Z [ OK ] NumpyTests.TestBooleanListIndexing (0 ms) 2024-12-18T03:14:50.2160979Z [ RUN ] NumpyTests.TestEverythingReturnsViews 2024-12-18T03:14:50.2161385Z [ OK ] NumpyTests.TestEverythingReturnsViews (0 ms) 2024-12-18T03:14:50.2161860Z [ RUN ] NumpyTests.TestBroaderrorsIndexing 2024-12-18T03:14:50.2162895Z [ OK ] NumpyTests.TestBroaderrorsIndexing (0 ms) 2024-12-18T03:14:50.2163387Z [ RUN ] NumpyTests.TestTrivialFancyOutOfBounds 2024-12-18T03:14:50.2166241Z [ OK ] NumpyTests.TestTrivialFancyOutOfBounds (0 ms) 2024-12-18T03:14:50.2166677Z [ RUN ] NumpyTests.TestIndexIsLarger 2024-12-18T03:14:50.2167047Z [ OK ] NumpyTests.TestIndexIsLarger (0 ms) 2024-12-18T03:14:50.2167423Z [ RUN ] NumpyTests.TestBroadcastSubspace 2024-12-18T03:14:50.2169303Z [ OK ] NumpyTests.TestBroadcastSubspace (0 ms) 2024-12-18T03:14:50.2169851Z [----------] 18 tests from NumpyTests (2 ms total) 2024-12-18T03:14:50.2170339Z 2024-12-18T03:14:50.2170491Z [----------] 6 tests from TensorOptionsTest 2024-12-18T03:14:50.2170933Z [ RUN ] TensorOptionsTest.DefaultsToTheRightValues 2024-12-18T03:14:50.2171381Z [ OK ] TensorOptionsTest.DefaultsToTheRightValues (0 ms) 2024-12-18T03:14:50.2171914Z [ RUN ] TensorOptionsTest.UtilityFunctionsReturnTheRightTensorOptions 2024-12-18T03:14:50.2172623Z [ OK ] TensorOptionsTest.UtilityFunctionsReturnTheRightTensorOptions (0 ms) 2024-12-18T03:14:50.2173263Z [ RUN ] TensorOptionsTest.ConstructsWellFromCPUTypes 2024-12-18T03:14:50.2173716Z [ OK ] TensorOptionsTest.ConstructsWellFromCPUTypes (0 ms) 2024-12-18T03:14:50.2174187Z [ RUN ] TensorOptionsTest.ConstructsWellFromCPUTensors 2024-12-18T03:14:50.2174719Z [ OK ] TensorOptionsTest.ConstructsWellFromCPUTensors (0 ms) 2024-12-18T03:14:50.2175374Z [ RUN ] TensorOptionsTest.ConstructsWellFromVariables 2024-12-18T03:14:50.2175894Z [ OK ] TensorOptionsTest.ConstructsWellFromVariables (0 ms) 2024-12-18T03:14:50.2176375Z [ RUN ] TensorOptionsTest.ConstructsWellFromCUDATypes_CUDA 2024-12-18T03:14:50.2176881Z [ OK ] TensorOptionsTest.ConstructsWellFromCUDATypes_CUDA (0 ms) 2024-12-18T03:14:50.2177448Z [----------] 6 tests from TensorOptionsTest (0 ms total) 2024-12-18T03:14:50.2177732Z 2024-12-18T03:14:50.2177871Z [----------] 1 test from DeviceTest 2024-12-18T03:14:50.2178214Z [ RUN ] DeviceTest.ParsesCorrectlyFromString 2024-12-18T03:14:50.2179236Z [W1218 03:14:50.185583832 Device.cpp:40] Warning: 'mkldnn' is no longer used as device type. So torch.device('mkldnn') will be deprecated and removed in the future. Please use other valid device types instead. (function operator()) 2024-12-18T03:14:50.2180247Z [ OK ] DeviceTest.ParsesCorrectlyFromString (0 ms) 2024-12-18T03:14:50.2180654Z [----------] 1 test from DeviceTest (0 ms total) 2024-12-18T03:14:50.2180956Z 2024-12-18T03:14:50.2181080Z [----------] 3 tests from DefaultDtypeTest 2024-12-18T03:14:50.2181462Z [ RUN ] DefaultDtypeTest.CanSetAndGetDefaultDtype 2024-12-18T03:14:50.2181897Z [ OK ] DefaultDtypeTest.CanSetAndGetDefaultDtype (0 ms) 2024-12-18T03:14:50.2182458Z [ RUN ] DefaultDtypeTest.NewTensorOptionsHasCorrectDefault 2024-12-18T03:14:50.2182967Z [ OK ] DefaultDtypeTest.NewTensorOptionsHasCorrectDefault (0 ms) 2024-12-18T03:14:50.2183485Z [ RUN ] DefaultDtypeTest.NewTensorsHaveCorrectDefaultDtype 2024-12-18T03:14:50.2184090Z [ OK ] DefaultDtypeTest.NewTensorsHaveCorrectDefaultDtype (0 ms) 2024-12-18T03:14:50.2184560Z [----------] 3 tests from DefaultDtypeTest (0 ms total) 2024-12-18T03:14:50.2184794Z 2024-12-18T03:14:50.2184919Z [----------] 1 test from TorchIncludeTest 2024-12-18T03:14:50.2185367Z [ RUN ] TorchIncludeTest.GetSetNumThreads 2024-12-18T03:14:50.2185762Z [ OK ] TorchIncludeTest.GetSetNumThreads (0 ms) 2024-12-18T03:14:50.2186278Z [----------] 1 test from TorchIncludeTest (0 ms total) 2024-12-18T03:14:50.2186518Z 2024-12-18T03:14:50.2186654Z [----------] 28 tests from InferenceModeTest 2024-12-18T03:14:50.2187093Z [ RUN ] InferenceModeTest.TestTLSState 2024-12-18T03:14:50.2187467Z [ OK ] InferenceModeTest.TestTLSState (0 ms) 2024-12-18T03:14:50.2187938Z [ RUN ] InferenceModeTest.TestInferenceTensorCreation 2024-12-18T03:14:50.2188395Z [ OK ] InferenceModeTest.TestInferenceTensorCreation (0 ms) 2024-12-18T03:14:50.2189013Z [ RUN ] InferenceModeTest.TestExistingAutogradSession 2024-12-18T03:14:50.2189682Z [ OK ] InferenceModeTest.TestExistingAutogradSession (0 ms) 2024-12-18T03:14:50.2190311Z [ RUN ] InferenceModeTest.TestInferenceTensorInInferenceModeFunctionalOp 2024-12-18T03:14:50.2191000Z [ OK ] InferenceModeTest.TestInferenceTensorInInferenceModeFunctionalOp (0 ms) 2024-12-18T03:14:50.2191806Z [ RUN ] InferenceModeTest.TestInferenceTensorInInferenceModeInplaceOp 2024-12-18T03:14:50.2192533Z [ OK ] InferenceModeTest.TestInferenceTensorInInferenceModeInplaceOp (0 ms) 2024-12-18T03:14:50.2202162Z [ RUN ] InferenceModeTest.TestInferenceTensorInInferenceModeViewOp 2024-12-18T03:14:50.2202938Z [ OK ] InferenceModeTest.TestInferenceTensorInInferenceModeViewOp (0 ms) 2024-12-18T03:14:50.2203560Z [ RUN ] InferenceModeTest.TestInferenceTensorInNormalModeFunctionalOp 2024-12-18T03:14:50.2204181Z [ OK ] InferenceModeTest.TestInferenceTensorInNormalModeFunctionalOp (0 ms) 2024-12-18T03:14:50.2204797Z [ RUN ] InferenceModeTest.TestInferenceTensorInNormalModeInplaceOp 2024-12-18T03:14:50.2205397Z [ OK ] InferenceModeTest.TestInferenceTensorInNormalModeInplaceOp (0 ms) 2024-12-18T03:14:50.2206085Z [ RUN ] InferenceModeTest.TestInferenceTensorInNormalModeViewOp 2024-12-18T03:14:50.2206635Z [ OK ] InferenceModeTest.TestInferenceTensorInNormalModeViewOp (0 ms) 2024-12-18T03:14:50.2207231Z [ RUN ] InferenceModeTest.TestNormalTensorInplaceOutputInInferenceMode 2024-12-18T03:14:50.2207861Z [ OK ] InferenceModeTest.TestNormalTensorInplaceOutputInInferenceMode (0 ms) 2024-12-18T03:14:50.2208477Z [ RUN ] InferenceModeTest.TestNormalTensorInplaceOutputInNormalMode 2024-12-18T03:14:50.2209073Z [ OK ] InferenceModeTest.TestNormalTensorInplaceOutputInNormalMode (0 ms) 2024-12-18T03:14:50.2209673Z [ RUN ] InferenceModeTest.TestNormalTensorViewOutputInInferenceMode 2024-12-18T03:14:50.2210377Z [ OK ] InferenceModeTest.TestNormalTensorViewOutputInInferenceMode (0 ms) 2024-12-18T03:14:50.2210970Z [ RUN ] InferenceModeTest.TestNormalTensorViewOutputInNormalMode 2024-12-18T03:14:50.2211543Z [ OK ] InferenceModeTest.TestNormalTensorViewOutputInNormalMode (0 ms) 2024-12-18T03:14:50.2212138Z [ RUN ] InferenceModeTest.TestMixInferenceAndNormalTensorFunctionalOp 2024-12-18T03:14:50.2212755Z [ OK ] InferenceModeTest.TestMixInferenceAndNormalTensorFunctionalOp (0 ms) 2024-12-18T03:14:50.2213638Z [ RUN ] InferenceModeTest.TestMixInferenceAndNormalTensorInplaceOp 2024-12-18T03:14:50.2214229Z [ OK ] InferenceModeTest.TestMixInferenceAndNormalTensorInplaceOp (0 ms) 2024-12-18T03:14:50.2214807Z [ RUN ] InferenceModeTest.TestMixInferenceAndNormalTensorViewOp 2024-12-18T03:14:50.2215366Z [ OK ] InferenceModeTest.TestMixInferenceAndNormalTensorViewOp (0 ms) 2024-12-18T03:14:50.2215882Z [ RUN ] InferenceModeTest.TestHandleDirectViewOnRebase 2024-12-18T03:14:50.2216371Z [ OK ] InferenceModeTest.TestHandleDirectViewOnRebase (0 ms) 2024-12-18T03:14:50.2216855Z [ RUN ] InferenceModeTest.TestHandleInDirectViewOnRebase 2024-12-18T03:14:50.2217339Z [ OK ] InferenceModeTest.TestHandleInDirectViewOnRebase (0 ms) 2024-12-18T03:14:50.2217817Z [ RUN ] InferenceModeTest.TestCreationMetaPropagation 2024-12-18T03:14:50.2218281Z [ OK ] InferenceModeTest.TestCreationMetaPropagation (0 ms) 2024-12-18T03:14:50.2218766Z [ RUN ] InferenceModeTest.TestCreationMetaPropagationInput 2024-12-18T03:14:50.2219318Z [ OK ] InferenceModeTest.TestCreationMetaPropagationInput (0 ms) 2024-12-18T03:14:50.2219838Z [ RUN ] InferenceModeTest.TestInplaceCopyOnInferenceTensor 2024-12-18T03:14:50.2220338Z [ OK ] InferenceModeTest.TestInplaceCopyOnInferenceTensor (0 ms) 2024-12-18T03:14:50.2220844Z [ RUN ] InferenceModeTest.TestSetRequiresGradInNormalMode 2024-12-18T03:14:50.2221341Z [ OK ] InferenceModeTest.TestSetRequiresGradInNormalMode (0 ms) 2024-12-18T03:14:50.2221999Z [ RUN ] InferenceModeTest.TestAccessVersionCounter 2024-12-18T03:14:50.2222510Z [ OK ] InferenceModeTest.TestAccessVersionCounter (0 ms) 2024-12-18T03:14:50.2223970Z [ RUN ] InferenceModeTest.TestInplaceUpdateInferenceTensorWithNormalTensor 2024-12-18T03:14:50.2224649Z [ OK ] InferenceModeTest.TestInplaceUpdateInferenceTensorWithNormalTensor (0 ms) 2024-12-18T03:14:50.2225247Z [ RUN ] InferenceModeTest.TestComplexViewInInferenceMode 2024-12-18T03:14:50.2225737Z [ OK ] InferenceModeTest.TestComplexViewInInferenceMode (0 ms) 2024-12-18T03:14:50.2226215Z [ RUN ] InferenceModeTest.TestComplexViewInNormalMode 2024-12-18T03:14:50.2226762Z [ OK ] InferenceModeTest.TestComplexViewInNormalMode (0 ms) 2024-12-18T03:14:50.2227193Z [ RUN ] InferenceModeTest.TestCustomFunction 2024-12-18T03:14:50.2227591Z [ OK ] InferenceModeTest.TestCustomFunction (0 ms) 2024-12-18T03:14:50.2228075Z [ RUN ] InferenceModeTest.TestLegacyAutoNonVariableTypeModeWarning 2024-12-18T03:14:50.2228674Z [ OK ] InferenceModeTest.TestLegacyAutoNonVariableTypeModeWarning (0 ms) 2024-12-18T03:14:50.2229184Z [----------] 28 tests from InferenceModeTest (1 ms total) 2024-12-18T03:14:50.2229426Z 2024-12-18T03:14:50.2229541Z [----------] 4 tests from GradModeTest 2024-12-18T03:14:50.2229888Z [ RUN ] GradModeTest.TestRequiresGradFunctionalOp 2024-12-18T03:14:50.2230317Z [ OK ] GradModeTest.TestRequiresGradFunctionalOp (0 ms) 2024-12-18T03:14:50.2230733Z [ RUN ] GradModeTest.TestRequiresGradInplaceOp 2024-12-18T03:14:50.2231144Z [ OK ] GradModeTest.TestRequiresGradInplaceOp (0 ms) 2024-12-18T03:14:50.2231548Z [ RUN ] GradModeTest.TestRequiresGradViewOp 2024-12-18T03:14:50.2231931Z [ OK ] GradModeTest.TestRequiresGradViewOp (0 ms) 2024-12-18T03:14:50.2232338Z [ RUN ] GradModeTest.TestRequiresGradViewOpExiting 2024-12-18T03:14:50.2232768Z [ OK ] GradModeTest.TestRequiresGradViewOpExiting (0 ms) 2024-12-18T03:14:50.2233179Z [----------] 4 tests from GradModeTest (0 ms total) 2024-12-18T03:14:50.2233401Z 2024-12-18T03:14:50.2233522Z [----------] 3 tests from OperationTest 2024-12-18T03:14:50.2233823Z [ RUN ] OperationTest.Lerp 2024-12-18T03:14:50.2234122Z [ OK ] OperationTest.Lerp (0 ms) 2024-12-18T03:14:50.2234438Z [ RUN ] OperationTest.Cross 2024-12-18T03:14:50.2234939Z [W1218 03:14:50.189516791 Cross.cpp:62] Warning: Using torch.cross without specifying the dim arg is deprecated. 2024-12-18T03:14:50.2235567Z Please either pass the dim explicitly or simply use torch.linalg.cross. 2024-12-18T03:14:50.2236213Z The default value of dim will change to agree with that of linalg.cross in a future release. (function operator()) 2024-12-18T03:14:50.2248875Z [ OK ] OperationTest.Cross (4 ms) 2024-12-18T03:14:50.2249344Z [ RUN ] OperationTest.Linear_out 2024-12-18T03:14:50.2252125Z [ OK ] OperationTest.Linear_out (0 ms) 2024-12-18T03:14:50.2252575Z [----------] 3 tests from OperationTest (5 ms total) 2024-12-18T03:14:50.2252814Z 2024-12-18T03:14:50.2252935Z [----------] 2 tests from NestedIntTest 2024-12-18T03:14:50.2253257Z [ RUN ] NestedIntTest.Comparisons 2024-12-18T03:14:50.2255778Z [ OK ] NestedIntTest.Comparisons (0 ms) 2024-12-18T03:14:50.2256185Z [ RUN ] NestedIntTest.WithFactor 2024-12-18T03:14:50.2256514Z [ OK ] NestedIntTest.WithFactor (0 ms) 2024-12-18T03:14:50.2256871Z [----------] 2 tests from NestedIntTest (0 ms total) 2024-12-18T03:14:50.2257097Z 2024-12-18T03:14:50.2257217Z [----------] 1 test from ParallelTest 2024-12-18T03:14:50.2257674Z [ RUN ] ParallelTest.DataParallelUsesAllAvailableCUDADevices_CUDA 2024-12-18T03:14:50.2258620Z [ OK ] ParallelTest.DataParallelUsesAllAvailableCUDADevices_CUDA (0 ms) 2024-12-18T03:14:50.2259106Z [----------] 1 test from ParallelTest (0 ms total) 2024-12-18T03:14:50.2259343Z 2024-12-18T03:14:50.2259471Z [----------] Global test environment tear-down 2024-12-18T03:14:50.2411664Z [==========] 1054 tests from 52 test suites ran. (68019 ms total) 2024-12-18T03:14:50.2412195Z [ PASSED ] 1054 tests. 2024-12-18T03:14:50.6103787Z + /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin/test_tensorexpr --gtest_output=xml:test/test-reports/cpp-unittest/test_libtorch/test_tensorexpr.xml 2024-12-18T03:14:51.1093622Z Only one CUDA device detected. Disabling MultiCUDA tests 2024-12-18T03:14:51.1096698Z Note: Google Test filter = *-*_MultiCUDA 2024-12-18T03:14:51.1097183Z [==========] Running 829 tests from 26 test suites. 2024-12-18T03:14:51.1097537Z [----------] Global test environment set-up. 2024-12-18T03:14:51.1097854Z [----------] 1 test from Approx 2024-12-18T03:14:51.1098293Z [ RUN ] Approx.log_vml 2024-12-18T03:14:52.1169083Z [ OK ] Approx.log_vml (1006 ms) 2024-12-18T03:14:52.1169691Z [----------] 1 test from Approx (1006 ms total) 2024-12-18T03:14:52.1170084Z 2024-12-18T03:14:52.1170245Z [----------] 34 tests from ATen 2024-12-18T03:14:52.1170673Z [ RUN ] ATen._cast_Float 2024-12-18T03:14:52.1171147Z [ OK ] ATen._cast_Float (0 ms) 2024-12-18T03:14:52.1171613Z [ RUN ] ATen.negInt 2024-12-18T03:14:52.1176256Z [ OK ] ATen.negInt (0 ms) 2024-12-18T03:14:52.1176674Z [ RUN ] ATen.negFloat 2024-12-18T03:14:52.1180113Z [ OK ] ATen.negFloat (0 ms) 2024-12-18T03:14:52.1180524Z [ RUN ] ATen.addInt 2024-12-18T03:14:52.1187299Z [ OK ] ATen.addInt (0 ms) 2024-12-18T03:14:52.1187707Z [ RUN ] ATen.addFloat 2024-12-18T03:14:52.1194215Z [ OK ] ATen.addFloat (0 ms) 2024-12-18T03:14:52.1194628Z [ RUN ] ATen.subInt 2024-12-18T03:14:52.1201336Z [ OK ] ATen.subInt (0 ms) 2024-12-18T03:14:52.1201722Z [ RUN ] ATen.subFloat 2024-12-18T03:14:52.1208802Z [ OK ] ATen.subFloat (0 ms) 2024-12-18T03:14:52.1209211Z [ RUN ] ATen.lerp 2024-12-18T03:14:52.1218217Z [ OK ] ATen.lerp (0 ms) 2024-12-18T03:14:52.1218619Z [ RUN ] ATen.addcmulInt 2024-12-18T03:14:52.1227305Z [ OK ] ATen.addcmulInt (0 ms) 2024-12-18T03:14:52.1227731Z [ RUN ] ATen.addcmulFloat 2024-12-18T03:14:52.1236062Z [ OK ] ATen.addcmulFloat (0 ms) 2024-12-18T03:14:52.1236484Z [ RUN ] ATen.mulInt 2024-12-18T03:14:52.1241322Z [ OK ] ATen.mulInt (0 ms) 2024-12-18T03:14:52.1241720Z [ RUN ] ATen.mulFloat 2024-12-18T03:14:52.1246885Z [ OK ] ATen.mulFloat (0 ms) 2024-12-18T03:14:52.1247292Z [ RUN ] ATen.divInt 2024-12-18T03:14:52.1251886Z [ OK ] ATen.divInt (0 ms) 2024-12-18T03:14:52.1252272Z [ RUN ] ATen.divFloat 2024-12-18T03:14:52.1257243Z [ OK ] ATen.divFloat (0 ms) 2024-12-18T03:14:52.1257645Z [ RUN ] ATen.maxInt 2024-12-18T03:14:52.1262456Z [ OK ] ATen.maxInt (0 ms) 2024-12-18T03:14:52.1262853Z [ RUN ] ATen.maxFloat 2024-12-18T03:14:52.1267744Z [ OK ] ATen.maxFloat (0 ms) 2024-12-18T03:14:52.1268148Z [ RUN ] ATen.minInt 2024-12-18T03:14:52.1272950Z [ OK ] ATen.minInt (0 ms) 2024-12-18T03:14:52.1273340Z [ RUN ] ATen.minFloat 2024-12-18T03:14:52.1278362Z [ OK ] ATen.minFloat (0 ms) 2024-12-18T03:14:52.1278776Z [ RUN ] ATen.reluInt 2024-12-18T03:14:52.1282256Z [ OK ] ATen.reluInt (0 ms) 2024-12-18T03:14:52.1282659Z [ RUN ] ATen.reluFloat 2024-12-18T03:14:52.1286648Z [ OK ] ATen.reluFloat (0 ms) 2024-12-18T03:14:52.1287068Z [ RUN ] ATen.logFloat 2024-12-18T03:14:52.1290871Z [ OK ] ATen.logFloat (0 ms) 2024-12-18T03:14:52.1291290Z [ RUN ] ATen.fastLogFloat 2024-12-18T03:14:52.1455919Z [ OK ] ATen.fastLogFloat (16 ms) 2024-12-18T03:14:52.1456363Z [ RUN ] ATen.fastTanhFloat 2024-12-18T03:14:52.1520047Z [ OK ] ATen.fastTanhFloat (6 ms) 2024-12-18T03:14:52.1520499Z [ RUN ] ATen.fastSigmoidFloat 2024-12-18T03:14:52.1604598Z [ OK ] ATen.fastSigmoidFloat (8 ms) 2024-12-18T03:14:52.1605051Z [ RUN ] ATen.log10Float 2024-12-18T03:14:52.1608463Z [ OK ] ATen.log10Float (0 ms) 2024-12-18T03:14:52.1608887Z [ RUN ] ATen.log2Float 2024-12-18T03:14:52.1612421Z [ OK ] ATen.log2Float (0 ms) 2024-12-18T03:14:52.1612833Z [ RUN ] ATen.expFloat 2024-12-18T03:14:52.1616847Z [ OK ] ATen.expFloat (0 ms) 2024-12-18T03:14:52.1617487Z [ RUN ] ATen.erfFloat 2024-12-18T03:14:52.1620746Z [ OK ] ATen.erfFloat (0 ms) 2024-12-18T03:14:52.1621142Z [ RUN ] ATen.cosFloat 2024-12-18T03:14:52.1624819Z [ OK ] ATen.cosFloat (0 ms) 2024-12-18T03:14:52.1625221Z [ RUN ] ATen.eqInt 2024-12-18T03:14:52.1630590Z [ OK ] ATen.eqInt (0 ms) 2024-12-18T03:14:52.1630985Z [ RUN ] ATen.geInt 2024-12-18T03:14:52.1636104Z [ OK ] ATen.geInt (0 ms) 2024-12-18T03:14:52.1636489Z [ RUN ] ATen.gtInt 2024-12-18T03:14:52.1641694Z [ OK ] ATen.gtInt (0 ms) 2024-12-18T03:14:52.1642226Z [ RUN ] ATen.leInt 2024-12-18T03:14:52.1647603Z [ OK ] ATen.leInt (0 ms) 2024-12-18T03:14:52.1647981Z [ RUN ] ATen.ltInt 2024-12-18T03:14:52.1653339Z [ OK ] ATen.ltInt (0 ms) 2024-12-18T03:14:52.1653751Z [----------] 34 tests from ATen (48 ms total) 2024-12-18T03:14:52.1654044Z 2024-12-18T03:14:52.1654210Z [----------] 26 tests from BoundsInference 2024-12-18T03:14:52.1654609Z [ RUN ] BoundsInference._1 2024-12-18T03:14:52.1656268Z [ OK ] BoundsInference._1 (0 ms) 2024-12-18T03:14:52.1656714Z [ RUN ] BoundsInference._2 2024-12-18T03:14:52.1658873Z [ OK ] BoundsInference._2 (0 ms) 2024-12-18T03:14:52.1659305Z [ RUN ] BoundsInference._3 2024-12-18T03:14:52.1661905Z [ OK ] BoundsInference._3 (0 ms) 2024-12-18T03:14:52.1662334Z [ RUN ] BoundsInference._4 2024-12-18T03:14:52.1667574Z [ OK ] BoundsInference._4 (0 ms) 2024-12-18T03:14:52.1668009Z [ RUN ] BoundsInference._5 2024-12-18T03:14:52.1680455Z [ OK ] BoundsInference._5 (1 ms) 2024-12-18T03:14:52.1680893Z [ RUN ] BoundsInference._6 2024-12-18T03:14:52.1689769Z [ OK ] BoundsInference._6 (0 ms) 2024-12-18T03:14:52.1690223Z [ RUN ] BoundsInference.Adjacent 2024-12-18T03:14:52.1695771Z [ OK ] BoundsInference.Adjacent (0 ms) 2024-12-18T03:14:52.1696282Z [ RUN ] BoundsInference.MultipleTopLoopLoad 2024-12-18T03:14:52.1701079Z [ OK ] BoundsInference.MultipleTopLoopLoad (0 ms) 2024-12-18T03:14:52.1701653Z [ RUN ] BoundsInference.MultipleTopLoopStore 2024-12-18T03:14:52.1706516Z [ OK ] BoundsInference.MultipleTopLoopStore (0 ms) 2024-12-18T03:14:52.1707044Z [ RUN ] BoundsInference.CacheReads 2024-12-18T03:14:52.1733901Z [ OK ] BoundsInference.CacheReads (2 ms) 2024-12-18T03:14:52.1734390Z [ RUN ] BoundsInference.Flattened 2024-12-18T03:14:52.1746645Z [ OK ] BoundsInference.Flattened (1 ms) 2024-12-18T03:14:52.1747113Z [ RUN ] BoundsInference.GetPotentialHazards 2024-12-18T03:14:52.1747538Z [ OK ] BoundsInference.GetPotentialHazards (0 ms) 2024-12-18T03:14:52.1747975Z [ RUN ] BoundsInference.GetPotentialHazardsLoopNoHazard 2024-12-18T03:14:52.1751710Z [ OK ] BoundsInference.GetPotentialHazardsLoopNoHazard (0 ms) 2024-12-18T03:14:52.1752201Z [ RUN ] BoundsInference.GetPotentialHazardsLoopCall 2024-12-18T03:14:52.1756343Z [ OK ] BoundsInference.GetPotentialHazardsLoopCall (0 ms) 2024-12-18T03:14:52.1756816Z [ RUN ] BoundsInference.GetPotentialHazardsLoopSplit 2024-12-18T03:14:52.1768164Z [ OK ] BoundsInference.GetPotentialHazardsLoopSplit (1 ms) 2024-12-18T03:14:52.1768745Z [ RUN ] BoundsInference.HasConflictingOverlapSameBufferWithPartialOverlap 2024-12-18T03:14:52.1772992Z [ OK ] BoundsInference.HasConflictingOverlapSameBufferWithPartialOverlap (0 ms) 2024-12-18T03:14:52.1773675Z [ RUN ] BoundsInference.HasConflictingOverlapSameBufferWithFullOverlap 2024-12-18T03:14:52.1774688Z [ OK ] BoundsInference.HasConflictingOverlapSameBufferWithFullOverlap (0 ms) 2024-12-18T03:14:52.1775357Z [ RUN ] BoundsInference.HasConflictingOverlapSameBufferWithFullOverlapRAW 2024-12-18T03:14:52.1776812Z [ OK ] BoundsInference.HasConflictingOverlapSameBufferWithFullOverlapRAW (0 ms) 2024-12-18T03:14:52.1777472Z [ RUN ] BoundsInference.HasConflictingOverlapSameBufferNotOverlapping 2024-12-18T03:14:52.1780383Z [ OK ] BoundsInference.HasConflictingOverlapSameBufferNotOverlapping (0 ms) 2024-12-18T03:14:52.1781221Z [ RUN ] BoundsInference.HasConflictingOverlap2DBufferWithOverlap 2024-12-18T03:14:52.1794846Z [ OK ] BoundsInference.HasConflictingOverlap2DBufferWithOverlap (1 ms) 2024-12-18T03:14:52.1795443Z [ RUN ] BoundsInference.HasConflictingOverlap2DBufferWithNoOverlap 2024-12-18T03:14:52.1804921Z [ OK ] BoundsInference.HasConflictingOverlap2DBufferWithNoOverlap (0 ms) 2024-12-18T03:14:52.1805510Z [ RUN ] BoundsInference.HasConflictingOverlapDifferentBuffers 2024-12-18T03:14:52.1808186Z [ OK ] BoundsInference.HasConflictingOverlapDifferentBuffers (0 ms) 2024-12-18T03:14:52.1808871Z [ RUN ] BoundsInference.HasConflictingOverlapDueToRAWDependence 2024-12-18T03:14:52.1811122Z [ OK ] BoundsInference.HasConflictingOverlapDueToRAWDependence (0 ms) 2024-12-18T03:14:52.1811699Z [ RUN ] BoundsInference.HasConflictingOverlapDueToWARDependence 2024-12-18T03:14:52.1814253Z [ OK ] BoundsInference.HasConflictingOverlapDueToWARDependence (0 ms) 2024-12-18T03:14:52.1814801Z [ RUN ] BoundsInference.HasConflictingOverlapWithLoads 2024-12-18T03:14:52.1817288Z [ OK ] BoundsInference.HasConflictingOverlapWithLoads (0 ms) 2024-12-18T03:14:52.1817722Z [ RUN ] BoundsInference.IsOverlapping 2024-12-18T03:14:52.1839781Z [ OK ] BoundsInference.IsOverlapping (2 ms) 2024-12-18T03:14:52.1840175Z [----------] 26 tests from BoundsInference (18 ms total) 2024-12-18T03:14:52.1840418Z 2024-12-18T03:14:52.1840529Z [----------] 4 tests from Conv 2024-12-18T03:14:52.1840817Z [ RUN ] Conv.DepthwiseConv2D 2024-12-18T03:14:52.5404186Z [ OK ] Conv.DepthwiseConv2D (356 ms) 2024-12-18T03:14:52.5404651Z [ RUN ] Conv.DepthwiseConv2DNoBias 2024-12-18T03:14:52.8934878Z [ OK ] Conv.DepthwiseConv2DNoBias (353 ms) 2024-12-18T03:14:52.8935362Z [ RUN ] Conv.DepthwiseConv2DDynamicShapes 2024-12-18T03:14:53.0618423Z [ OK ] Conv.DepthwiseConv2DDynamicShapes (168 ms) 2024-12-18T03:14:53.0618909Z [ RUN ] Conv.Conv2D 2024-12-18T03:14:54.0405153Z [ OK ] Conv.Conv2D (978 ms) 2024-12-18T03:14:54.0405502Z [----------] 4 tests from Conv (1856 ms total) 2024-12-18T03:14:54.0405727Z 2024-12-18T03:14:54.0405844Z [----------] 28 tests from CppPrinter 2024-12-18T03:14:54.0406155Z [ RUN ] CppPrinter.IntImm 2024-12-18T03:14:54.0406465Z [ OK ] CppPrinter.IntImm (0 ms) 2024-12-18T03:14:54.0406880Z [ RUN ] CppPrinter.FloatImm 2024-12-18T03:14:54.0407272Z [ OK ] CppPrinter.FloatImm (0 ms) 2024-12-18T03:14:54.0407615Z [ RUN ] CppPrinter.FloatImm1 2024-12-18T03:14:54.0408003Z [ OK ] CppPrinter.FloatImm1 (0 ms) 2024-12-18T03:14:54.0408423Z [ RUN ] CppPrinter.DoubleImm 2024-12-18T03:14:54.0408826Z [ OK ] CppPrinter.DoubleImm (0 ms) 2024-12-18T03:14:54.0409147Z [ RUN ] CppPrinter.DoubleImm1 2024-12-18T03:14:54.0409461Z [ OK ] CppPrinter.DoubleImm1 (0 ms) 2024-12-18T03:14:54.0409777Z [ RUN ] CppPrinter.HalfImm 2024-12-18T03:14:54.0410076Z [ OK ] CppPrinter.HalfImm (0 ms) 2024-12-18T03:14:54.0410380Z [ RUN ] CppPrinter.Add 2024-12-18T03:14:54.0410659Z [ OK ] CppPrinter.Add (0 ms) 2024-12-18T03:14:54.0410957Z [ RUN ] CppPrinter.AddExpr1 2024-12-18T03:14:54.0411256Z [ OK ] CppPrinter.AddExpr1 (0 ms) 2024-12-18T03:14:54.0411567Z [ RUN ] CppPrinter.AddExpr2 2024-12-18T03:14:54.0411860Z [ OK ] CppPrinter.AddExpr2 (0 ms) 2024-12-18T03:14:54.0412171Z [ RUN ] CppPrinter.AddExpr3 2024-12-18T03:14:54.0412469Z [ OK ] CppPrinter.AddExpr3 (0 ms) 2024-12-18T03:14:54.0412777Z [ RUN ] CppPrinter.Mod 2024-12-18T03:14:54.0413256Z [ OK ] CppPrinter.Mod (0 ms) 2024-12-18T03:14:54.0413553Z [ RUN ] CppPrinter.ModFloat 2024-12-18T03:14:54.0413855Z [ OK ] CppPrinter.ModFloat (0 ms) 2024-12-18T03:14:54.0414163Z [ RUN ] CppPrinter.Max 2024-12-18T03:14:54.0414443Z [ OK ] CppPrinter.Max (0 ms) 2024-12-18T03:14:54.0414740Z [ RUN ] CppPrinter.MaxFloat 2024-12-18T03:14:54.0415183Z [ OK ] CppPrinter.MaxFloat (0 ms) 2024-12-18T03:14:54.0415585Z [ RUN ] CppPrinter.MaxHalf 2024-12-18T03:14:54.0415951Z [ OK ] CppPrinter.MaxHalf (0 ms) 2024-12-18T03:14:54.0416257Z [ RUN ] CppPrinter.And 2024-12-18T03:14:54.0416536Z [ OK ] CppPrinter.And (0 ms) 2024-12-18T03:14:54.0416838Z [ RUN ] CppPrinter.CompareSelect 2024-12-18T03:14:54.0417182Z [ OK ] CppPrinter.CompareSelect (0 ms) 2024-12-18T03:14:54.0417514Z [ RUN ] CppPrinter.IfThenElse 2024-12-18T03:14:54.0417827Z [ OK ] CppPrinter.IfThenElse (0 ms) 2024-12-18T03:14:54.0418154Z [ RUN ] CppPrinter.AllocateFree 2024-12-18T03:14:54.0418642Z [ OK ] CppPrinter.AllocateFree (0 ms) 2024-12-18T03:14:54.0418971Z [ RUN ] CppPrinter.LoadStore 2024-12-18T03:14:54.0419281Z [ OK ] CppPrinter.LoadStore (0 ms) 2024-12-18T03:14:54.0419592Z [ RUN ] CppPrinter.Var 2024-12-18T03:14:54.0419872Z [ OK ] CppPrinter.Var (0 ms) 2024-12-18T03:14:54.0420208Z [ RUN ] CppPrinter.Cast 2024-12-18T03:14:54.0420495Z [ OK ] CppPrinter.Cast (0 ms) 2024-12-18T03:14:54.0420796Z [ RUN ] CppPrinter.BitCast 2024-12-18T03:14:54.0421092Z [ OK ] CppPrinter.BitCast (0 ms) 2024-12-18T03:14:54.0421394Z [ RUN ] CppPrinter.Let 2024-12-18T03:14:54.0421663Z [ OK ] CppPrinter.Let (0 ms) 2024-12-18T03:14:54.0421952Z [ RUN ] CppPrinter.For 2024-12-18T03:14:54.0422230Z [ OK ] CppPrinter.For (0 ms) 2024-12-18T03:14:54.0422523Z [ RUN ] CppPrinter.Cond 2024-12-18T03:14:54.0422813Z [ OK ] CppPrinter.Cond (0 ms) 2024-12-18T03:14:54.0423110Z [ RUN ] CppPrinter.Intrinsics 2024-12-18T03:14:54.0423426Z [ OK ] CppPrinter.Intrinsics (0 ms) 2024-12-18T03:14:54.0423752Z [ RUN ] CppPrinter.ExternalCall 2024-12-18T03:14:54.0424075Z [ OK ] CppPrinter.ExternalCall (0 ms) 2024-12-18T03:14:54.0424420Z [----------] 28 tests from CppPrinter (0 ms total) 2024-12-18T03:14:54.0424647Z 2024-12-18T03:14:54.0424759Z [----------] 8 tests from DynamicShapes 2024-12-18T03:14:54.0425079Z [ RUN ] DynamicShapes.SimpleGraph 2024-12-18T03:14:54.1453094Z [ OK ] DynamicShapes.SimpleGraph (104 ms) 2024-12-18T03:14:54.1453565Z [ RUN ] DynamicShapes.GraphWith2InputsSameDims 2024-12-18T03:14:54.2376596Z [ OK ] DynamicShapes.GraphWith2InputsSameDims (92 ms) 2024-12-18T03:14:54.2377123Z [ RUN ] DynamicShapes.GraphWith2InputsAndBroadcast 2024-12-18T03:14:54.3256266Z [ OK ] DynamicShapes.GraphWith2InputsAndBroadcast (87 ms) 2024-12-18T03:14:54.3256822Z [ RUN ] DynamicShapes.GraphWithPartiallySymbolicOutput 2024-12-18T03:14:54.3717970Z [ OK ] DynamicShapes.GraphWithPartiallySymbolicOutput (46 ms) 2024-12-18T03:14:54.3718816Z [ RUN ] DynamicShapes.GraphWithSymbolicStrides 2024-12-18T03:14:54.5674073Z [ OK ] DynamicShapes.GraphWithSymbolicStrides (195 ms) 2024-12-18T03:14:54.5674502Z [ RUN ] DynamicShapes.GraphWithCatAndBroadcast 2024-12-18T03:14:54.9796325Z [ OK ] DynamicShapes.GraphWithCatAndBroadcast (412 ms) 2024-12-18T03:14:54.9796739Z [ RUN ] DynamicShapes.GraphFromModel 2024-12-18T03:14:55.3532324Z [ OK ] DynamicShapes.GraphFromModel (373 ms) 2024-12-18T03:14:55.3532718Z [ RUN ] DynamicShapes.MultiThreadedExecution 2024-12-18T03:14:55.9459459Z [ OK ] DynamicShapes.MultiThreadedExecution (592 ms) 2024-12-18T03:14:55.9459918Z [----------] 8 tests from DynamicShapes (1904 ms total) 2024-12-18T03:14:55.9460210Z 2024-12-18T03:14:55.9460352Z [----------] 30 tests from Expr 2024-12-18T03:14:55.9460723Z [ RUN ] Expr.BasicValueTest 2024-12-18T03:14:55.9461141Z [ OK ] Expr.BasicValueTest (0 ms) 2024-12-18T03:14:55.9461465Z [ RUN ] Expr.BasicValueTest02 2024-12-18T03:14:55.9461801Z [ OK ] Expr.BasicValueTest02 (0 ms) 2024-12-18T03:14:55.9462147Z [ RUN ] Expr.IsChannelsLastContiguous 2024-12-18T03:14:55.9462497Z [ OK ] Expr.IsChannelsLastContiguous (0 ms) 2024-12-18T03:14:55.9462834Z [ RUN ] Expr.LetTest01 2024-12-18T03:14:55.9463109Z [ OK ] Expr.LetTest01 (0 ms) 2024-12-18T03:14:55.9463693Z [ RUN ] Expr.LetTest02 2024-12-18T03:14:55.9464136Z [ OK ] Expr.LetTest02 (0 ms) 2024-12-18T03:14:55.9464493Z [ RUN ] Expr.LetStmtTest01 2024-12-18T03:14:55.9464783Z [ OK ] Expr.LetStmtTest01 (0 ms) 2024-12-18T03:14:55.9465084Z [ RUN ] Expr.IntTest 2024-12-18T03:14:55.9465347Z [ OK ] Expr.IntTest (0 ms) 2024-12-18T03:14:55.9465629Z [ RUN ] Expr.FloatTest 2024-12-18T03:14:55.9465894Z [ OK ] Expr.FloatTest (0 ms) 2024-12-18T03:14:55.9466179Z [ RUN ] Expr.ByteTest 2024-12-18T03:14:55.9466454Z [ OK ] Expr.ByteTest (0 ms) 2024-12-18T03:14:55.9466742Z [ RUN ] Expr.CharTest 2024-12-18T03:14:55.9467094Z [ OK ] Expr.CharTest (0 ms) 2024-12-18T03:14:55.9467378Z [ RUN ] Expr.ShortTest 2024-12-18T03:14:55.9467650Z [ OK ] Expr.ShortTest (0 ms) 2024-12-18T03:14:55.9467936Z [ RUN ] Expr.LongTest 2024-12-18T03:14:55.9468200Z [ OK ] Expr.LongTest (0 ms) 2024-12-18T03:14:55.9468483Z [ RUN ] Expr.HalfTest 2024-12-18T03:14:55.9468747Z [ OK ] Expr.HalfTest (0 ms) 2024-12-18T03:14:55.9469039Z [ RUN ] Expr.DoubleTest 2024-12-18T03:14:55.9469326Z [ OK ] Expr.DoubleTest (0 ms) 2024-12-18T03:14:55.9469619Z [ RUN ] Expr.VectorAdd01 2024-12-18T03:14:55.9480365Z [ OK ] Expr.VectorAdd01 (1 ms) 2024-12-18T03:14:55.9480673Z [ RUN ] Expr.CompareSelectEQ 2024-12-18T03:14:55.9523496Z [ OK ] Expr.CompareSelectEQ (4 ms) 2024-12-18T03:14:55.9523837Z [ RUN ] Expr.CompareSelectDtypes 2024-12-18T03:14:55.9563516Z [ OK ] Expr.CompareSelectDtypes (3 ms) 2024-12-18T03:14:55.9563852Z [ RUN ] Expr.IntrinsicsDtypes 2024-12-18T03:14:55.9569975Z [ OK ] Expr.IntrinsicsDtypes (0 ms) 2024-12-18T03:14:55.9570327Z [ RUN ] Expr.Substitute01 2024-12-18T03:14:55.9570651Z [ OK ] Expr.Substitute01 (0 ms) 2024-12-18T03:14:55.9571066Z [ RUN ] Expr.Math01 2024-12-18T03:14:55.9571430Z [ OK ] Expr.Math01 (0 ms) 2024-12-18T03:14:55.9571740Z [ RUN ] Expr.UnaryMath01 2024-12-18T03:14:55.9572058Z [ OK ] Expr.UnaryMath01 (0 ms) 2024-12-18T03:14:55.9572422Z [ RUN ] Expr.BinaryMath01 2024-12-18T03:14:55.9572776Z [ OK ] Expr.BinaryMath01 (0 ms) 2024-12-18T03:14:55.9573126Z [ RUN ] Expr.LogicalOps01 2024-12-18T03:14:55.9573411Z [ OK ] Expr.LogicalOps01 (0 ms) 2024-12-18T03:14:55.9573782Z [ RUN ] Expr.LogicalOps02 2024-12-18T03:14:55.9574190Z [ OK ] Expr.LogicalOps02 (0 ms) 2024-12-18T03:14:55.9574495Z [ RUN ] Expr.LogicalOps03 2024-12-18T03:14:55.9574805Z [ OK ] Expr.LogicalOps03 (0 ms) 2024-12-18T03:14:55.9575100Z [ RUN ] Expr.BitwiseOps 2024-12-18T03:14:55.9575931Z [ OK ] Expr.BitwiseOps (0 ms) 2024-12-18T03:14:55.9576433Z [ RUN ] Expr.DynamicShapeAdd 2024-12-18T03:14:55.9577523Z [ OK ] Expr.DynamicShapeAdd (0 ms) 2024-12-18T03:14:55.9577837Z [ RUN ] Expr.OutOfBounds 2024-12-18T03:14:55.9580014Z [ OK ] Expr.OutOfBounds (0 ms) 2024-12-18T03:14:55.9580332Z [ RUN ] Expr.OutOfBounds2d 2024-12-18T03:14:55.9587920Z [ OK ] Expr.OutOfBounds2d (0 ms) 2024-12-18T03:14:55.9588274Z [ RUN ] Expr.OutOfBounds2dFlattenedIndex 2024-12-18T03:14:55.9592996Z [ OK ] Expr.OutOfBounds2dFlattenedIndex (0 ms) 2024-12-18T03:14:55.9593364Z [----------] 30 tests from Expr (13 ms total) 2024-12-18T03:14:55.9593582Z 2024-12-18T03:14:55.9593692Z [----------] 16 tests from ExternalCall 2024-12-18T03:14:55.9594006Z [ RUN ] ExternalCall.Conv1d_float 2024-12-18T03:14:55.9921652Z [ OK ] ExternalCall.Conv1d_float (32 ms) 2024-12-18T03:14:55.9922095Z [ RUN ] ExternalCall.Conv1d_int 2024-12-18T03:14:56.0265794Z [ OK ] ExternalCall.Conv1d_int (34 ms) 2024-12-18T03:14:56.0266253Z [ RUN ] ExternalCall.Conv1d_nobias_noargs 2024-12-18T03:14:56.0545493Z [ OK ] ExternalCall.Conv1d_nobias_noargs (27 ms) 2024-12-18T03:14:56.0545942Z [ RUN ] ExternalCall.Conv2d_float 2024-12-18T03:14:56.0899945Z [ OK ] ExternalCall.Conv2d_float (35 ms) 2024-12-18T03:14:56.0900377Z [ RUN ] ExternalCall.Conv2d_int 2024-12-18T03:14:56.1354052Z [ OK ] ExternalCall.Conv2d_int (45 ms) 2024-12-18T03:14:56.1354764Z [ RUN ] ExternalCall.Conv2d_nobias_noargs 2024-12-18T03:14:56.1665784Z [ OK ] ExternalCall.Conv2d_nobias_noargs (31 ms) 2024-12-18T03:14:56.1666444Z [ RUN ] ExternalCall.Addmm_float 2024-12-18T03:14:56.1963860Z [ OK ] ExternalCall.Addmm_float (29 ms) 2024-12-18T03:14:56.1964278Z [ RUN ] ExternalCall.Embedding 2024-12-18T03:14:56.2250128Z [ OK ] ExternalCall.Embedding (28 ms) 2024-12-18T03:14:56.2250934Z [ RUN ] ExternalCall.MaxReduction 2024-12-18T03:14:56.2503808Z [ OK ] ExternalCall.MaxReduction (25 ms) 2024-12-18T03:14:56.2504563Z [ RUN ] ExternalCall.Prepacked_Linear_float 2024-12-18T03:14:56.2792677Z [ OK ] ExternalCall.Prepacked_Linear_float (28 ms) 2024-12-18T03:14:56.2793378Z [ RUN ] ExternalCall.Prepacked_Conv2d_float 2024-12-18T03:14:56.3426940Z [ OK ] ExternalCall.Prepacked_Conv2d_float (63 ms) 2024-12-18T03:14:56.3427414Z [ RUN ] ExternalCall.BinaryFloat 2024-12-18T03:14:56.4251873Z [ OK ] ExternalCall.BinaryFloat (82 ms) 2024-12-18T03:14:56.4252252Z [ RUN ] ExternalCall.UnaryFloat 2024-12-18T03:14:56.4772242Z [ OK ] ExternalCall.UnaryFloat (52 ms) 2024-12-18T03:14:56.4772612Z [ RUN ] ExternalCall.ComputeInterop 2024-12-18T03:14:57.5975356Z [ OK ] ExternalCall.ComputeInterop (1120 ms) 2024-12-18T03:14:57.5975734Z [ RUN ] ExternalCall.Inlining 2024-12-18T03:14:57.6912069Z [ OK ] ExternalCall.Inlining (93 ms) 2024-12-18T03:14:57.6912786Z [ RUN ] ExternalCall.JitCustomFusionOp 2024-12-18T03:14:57.8497982Z [ OK ] ExternalCall.JitCustomFusionOp (158 ms) 2024-12-18T03:14:57.8498380Z [----------] 16 tests from ExternalCall (1890 ms total) 2024-12-18T03:14:57.8498621Z 2024-12-18T03:14:57.8498733Z [----------] 8 tests from GraphOpt 2024-12-18T03:14:57.8499033Z [ RUN ] GraphOpt.OptimizeCat 2024-12-18T03:14:57.8868345Z [ OK ] GraphOpt.OptimizeCat (37 ms) 2024-12-18T03:14:57.8868686Z [ RUN ] GraphOpt.OptimizeCat2 2024-12-18T03:14:57.9274521Z [ OK ] GraphOpt.OptimizeCat2 (40 ms) 2024-12-18T03:14:57.9274872Z [ RUN ] GraphOpt.OptimizeCat3 2024-12-18T03:14:57.9753560Z [ OK ] GraphOpt.OptimizeCat3 (47 ms) 2024-12-18T03:14:57.9753963Z [ RUN ] GraphOpt.OptimizeCatWithTypePromotionInUser 2024-12-18T03:14:58.0120645Z [ OK ] GraphOpt.OptimizeCatWithTypePromotionInUser (36 ms) 2024-12-18T03:14:58.0121110Z [ RUN ] GraphOpt.OptimizeCatWithTypePromotionInCat 2024-12-18T03:14:58.0905578Z [ OK ] GraphOpt.OptimizeCatWithTypePromotionInCat (78 ms) 2024-12-18T03:14:58.0906067Z [ RUN ] GraphOpt.OptimizeCatNoSingleTensorElementwiseOp 2024-12-18T03:14:58.1344084Z [ OK ] GraphOpt.OptimizeCatNoSingleTensorElementwiseOp (43 ms) 2024-12-18T03:14:58.1345141Z [ RUN ] GraphOpt.OptimizeCatNoSingleTensorElementwiseOp2 2024-12-18T03:14:58.1810607Z [ OK ] GraphOpt.OptimizeCatNoSingleTensorElementwiseOp2 (46 ms) 2024-12-18T03:14:58.1811062Z [ RUN ] GraphOpt.AOTGraphPrepPasses 2024-12-18T03:14:58.1811430Z [ OK ] GraphOpt.AOTGraphPrepPasses (0 ms) 2024-12-18T03:14:58.1811793Z [----------] 8 tests from GraphOpt (331 ms total) 2024-12-18T03:14:58.1812022Z 2024-12-18T03:14:58.1812131Z [----------] 4 tests from IRPrinter 2024-12-18T03:14:58.1812435Z [ RUN ] IRPrinter.BasicValueTest 2024-12-18T03:14:58.1812764Z [ OK ] IRPrinter.BasicValueTest (0 ms) 2024-12-18T03:14:58.1813248Z [ RUN ] IRPrinter.BasicValueTest02 2024-12-18T03:14:58.1813589Z [ OK ] IRPrinter.BasicValueTest02 (0 ms) 2024-12-18T03:14:58.1813918Z [ RUN ] IRPrinter.CastTest 2024-12-18T03:14:58.1814219Z [ OK ] IRPrinter.CastTest (0 ms) 2024-12-18T03:14:58.1814529Z [ RUN ] IRPrinter.FunctionName 2024-12-18T03:14:58.1814843Z [ OK ] IRPrinter.FunctionName (0 ms) 2024-12-18T03:14:58.1815181Z [----------] 4 tests from IRPrinter (0 ms total) 2024-12-18T03:14:58.1815408Z 2024-12-18T03:14:58.1815513Z [----------] 8 tests from IRVerifier 2024-12-18T03:14:58.1815964Z [ RUN ] IRVerifier.BitwiseOps 2024-12-18T03:14:58.1816359Z [ OK ] IRVerifier.BitwiseOps (0 ms) 2024-12-18T03:14:58.1816757Z [ RUN ] IRVerifier.CompareSelect 2024-12-18T03:14:58.1817076Z [ OK ] IRVerifier.CompareSelect (0 ms) 2024-12-18T03:14:58.1817392Z [ RUN ] IRVerifier.Ramp 2024-12-18T03:14:58.1817676Z [ OK ] IRVerifier.Ramp (0 ms) 2024-12-18T03:14:58.1817970Z [ RUN ] IRVerifier.Load 2024-12-18T03:14:58.1818247Z [ OK ] IRVerifier.Load (0 ms) 2024-12-18T03:14:58.1818538Z [ RUN ] IRVerifier.IfThenElse 2024-12-18T03:14:58.1818846Z [ OK ] IRVerifier.IfThenElse (0 ms) 2024-12-18T03:14:58.1819232Z [ RUN ] IRVerifier.For 2024-12-18T03:14:58.1819505Z [ OK ] IRVerifier.For (0 ms) 2024-12-18T03:14:58.1819795Z [ RUN ] IRVerifier.Block 2024-12-18T03:14:58.1820072Z [ OK ] IRVerifier.Block (0 ms) 2024-12-18T03:14:58.1820367Z [ RUN ] IRVerifier.Store 2024-12-18T03:14:58.1820651Z [ OK ] IRVerifier.Store (0 ms) 2024-12-18T03:14:58.1820975Z [----------] 8 tests from IRVerifier (0 ms total) 2024-12-18T03:14:58.1821194Z 2024-12-18T03:14:58.1821304Z [----------] 39 tests from Kernel 2024-12-18T03:14:58.1821615Z [ RUN ] Kernel.ParallelExternalCallBuf 2024-12-18T03:14:58.2353576Z [ OK ] Kernel.ParallelExternalCallBuf (53 ms) 2024-12-18T03:14:58.2353952Z [ RUN ] Kernel.InliningIntermediates 2024-12-18T03:14:58.5546736Z [ OK ] Kernel.InliningIntermediates (319 ms) 2024-12-18T03:14:58.5547128Z [ RUN ] Kernel.PreAllocIntermediateBufs 2024-12-18T03:14:58.7401640Z [ OK ] Kernel.PreAllocIntermediateBufs (185 ms) 2024-12-18T03:14:58.7401993Z [ RUN ] Kernel._1 2024-12-18T03:14:58.7728166Z [ OK ] Kernel._1 (32 ms) 2024-12-18T03:14:58.7728441Z [ RUN ] Kernel._2 2024-12-18T03:14:58.8086678Z [ OK ] Kernel._2 (35 ms) 2024-12-18T03:14:58.8086953Z [ RUN ] Kernel._3 2024-12-18T03:14:58.8450314Z [ OK ] Kernel._3 (36 ms) 2024-12-18T03:14:58.8450589Z [ RUN ] Kernel.Huge 2024-12-18T03:14:58.8716406Z [ OK ] Kernel.Huge (26 ms) 2024-12-18T03:14:58.8717321Z [ RUN ] Kernel.ParallelStrided 2024-12-18T03:14:58.9589434Z [ OK ] Kernel.ParallelStrided (87 ms) 2024-12-18T03:14:58.9589930Z [ DISABLED ] Kernel.DISABLED_Shape_Inference 2024-12-18T03:14:58.9590374Z [ RUN ] Kernel.CatInputTypesPromotion 2024-12-18T03:14:59.0826176Z [ OK ] Kernel.CatInputTypesPromotion (123 ms) 2024-12-18T03:14:59.0826605Z [ RUN ] Kernel.ToDType 2024-12-18T03:14:59.1122366Z [ OK ] Kernel.ToDType (29 ms) 2024-12-18T03:14:59.1122858Z [ RUN ] Kernel.CatAndInlineWithAConstantDim 2024-12-18T03:14:59.1429764Z [ OK ] Kernel.CatAndInlineWithAConstantDim (30 ms) 2024-12-18T03:14:59.1430181Z [ RUN ] Kernel.CatWithEmptyInputs 2024-12-18T03:14:59.2237660Z [ OK ] Kernel.CatWithEmptyInputs (80 ms) 2024-12-18T03:14:59.2238441Z [ RUN ] Kernel.CatWoConditionals 2024-12-18T03:14:59.3168896Z [ OK ] Kernel.CatWoConditionals (93 ms) 2024-12-18T03:14:59.3169579Z [ RUN ] Kernel.OptimizeConditionals 2024-12-18T03:14:59.4289603Z [ OK ] Kernel.OptimizeConditionals (112 ms) 2024-12-18T03:14:59.4289955Z [ RUN ] Kernel.SumAllAxes 2024-12-18T03:14:59.4835115Z [ OK ] Kernel.SumAllAxes (54 ms) 2024-12-18T03:14:59.4835700Z [ RUN ] Kernel.SumOneAxis 2024-12-18T03:14:59.9331601Z [ OK ] Kernel.SumOneAxis (449 ms) 2024-12-18T03:14:59.9331930Z [ RUN ] Kernel.SumMultipleAxes 2024-12-18T03:15:00.4401373Z [ OK ] Kernel.SumMultipleAxes (506 ms) 2024-12-18T03:15:00.4401764Z [ RUN ] Kernel.Softmax2D 2024-12-18T03:15:00.9826477Z [ OK ] Kernel.Softmax2D (542 ms) 2024-12-18T03:15:00.9826864Z [ RUN ] Kernel.Softmax3D 2024-12-18T03:15:02.1241734Z [ OK ] Kernel.Softmax3D (1141 ms) 2024-12-18T03:15:02.1242155Z [ RUN ] Kernel.Softmax4D 2024-12-18T03:15:03.4856465Z [ OK ] Kernel.Softmax4D (1361 ms) 2024-12-18T03:15:03.4856793Z [ RUN ] Kernel.SignTest 2024-12-18T03:15:03.5834851Z [ OK ] Kernel.SignTest (97 ms) 2024-12-18T03:15:03.5835353Z [ RUN ] Kernel.InlineProducerIntoReduction 2024-12-18T03:15:03.6154795Z [ OK ] Kernel.InlineProducerIntoReduction (31 ms) 2024-12-18T03:15:03.6155264Z [ RUN ] Kernel.InlineReductionIntoConsumer 2024-12-18T03:15:03.6560429Z [ OK ] Kernel.InlineReductionIntoConsumer (40 ms) 2024-12-18T03:15:03.6560796Z [ RUN ] Kernel.SanitizeNames_CUDA 2024-12-18T03:15:03.8905920Z [ OK ] Kernel.SanitizeNames_CUDA (234 ms) 2024-12-18T03:15:03.8906820Z [ RUN ] Kernel.SanitizeConstants_CUDA 2024-12-18T03:15:04.1266473Z [ OK ] Kernel.SanitizeConstants_CUDA (236 ms) 2024-12-18T03:15:04.1266831Z [ RUN ] Kernel.ConstantTensors 2024-12-18T03:15:04.1758882Z [ OK ] Kernel.ConstantTensors (49 ms) 2024-12-18T03:15:04.1759965Z [ RUN ] Kernel.ConstantTensorsNonContiguous 2024-12-18T03:15:04.2248677Z [ OK ] Kernel.ConstantTensorsNonContiguous (48 ms) 2024-12-18T03:15:04.2249371Z [ RUN ] Kernel.RunFast 2024-12-18T03:15:04.2604172Z [ OK ] Kernel.RunFast (35 ms) 2024-12-18T03:15:04.2604541Z [ RUN ] Kernel.RunWithAllocatedOutputs 2024-12-18T03:15:04.2961228Z [ OK ] Kernel.RunWithAllocatedOutputs (35 ms) 2024-12-18T03:15:04.2961615Z [ RUN ] Kernel.CodegenInspection 2024-12-18T03:15:04.3447879Z [ OK ] Kernel.CodegenInspection (48 ms) 2024-12-18T03:15:04.3448269Z [ RUN ] Kernel.CustomLowering 2024-12-18T03:15:04.3700512Z [ OK ] Kernel.CustomLowering (25 ms) 2024-12-18T03:15:04.3700840Z [ RUN ] Kernel.Vectorize 2024-12-18T03:15:04.4008160Z [ OK ] Kernel.Vectorize (30 ms) 2024-12-18T03:15:04.4008498Z [ DISABLED ] Kernel.DISABLED_FlattenVectorize 2024-12-18T03:15:04.4008844Z [ RUN ] Kernel.Strided1dWithinBounds 2024-12-18T03:15:04.4251136Z [ OK ] Kernel.Strided1dWithinBounds (24 ms) 2024-12-18T03:15:04.4251816Z [ RUN ] Kernel.InputAsOutput 2024-12-18T03:15:04.4631116Z [ OK ] Kernel.InputAsOutput (38 ms) 2024-12-18T03:15:04.4631443Z [ RUN ] Kernel.ScalarOut 2024-12-18T03:15:04.4848072Z [ OK ] Kernel.ScalarOut (21 ms) 2024-12-18T03:15:04.4848389Z [ RUN ] Kernel.ScalarTensorOut 2024-12-18T03:15:04.5128655Z [ OK ] Kernel.ScalarTensorOut (28 ms) 2024-12-18T03:15:04.5129018Z [ RUN ] Kernel.FuseLoopsWithVariableBounds 2024-12-18T03:15:05.0858901Z [ OK ] Kernel.FuseLoopsWithVariableBounds (572 ms) 2024-12-18T03:15:05.0859316Z [ RUN ] Kernel.FuseLoopsWithVariableConcatDim 2024-12-18T03:15:05.3652886Z [ OK ] Kernel.FuseLoopsWithVariableConcatDim (279 ms) 2024-12-18T03:15:05.3653356Z [ RUN ] Kernel.DoNotFuseLoopsWithMismatchingVariableDims 2024-12-18T03:15:05.5516969Z [ OK ] Kernel.DoNotFuseLoopsWithMismatchingVariableDims (186 ms) 2024-12-18T03:15:05.5517422Z [----------] 39 tests from Kernel (7369 ms total) 2024-12-18T03:15:05.5517647Z 2024-12-18T03:15:05.5517753Z [----------] 174 tests from LoopNest 2024-12-18T03:15:05.5518056Z [ RUN ] LoopNest.ExprSimple01 2024-12-18T03:15:05.5518598Z [ OK ] LoopNest.ExprSimple01 (0 ms) 2024-12-18T03:15:05.5518924Z [ RUN ] LoopNest.ExprLower01 2024-12-18T03:15:05.5519227Z [ OK ] LoopNest.ExprLower01 (0 ms) 2024-12-18T03:15:05.5519547Z [ RUN ] LoopNest.ExprSimple02 2024-12-18T03:15:05.5541695Z [ OK ] LoopNest.ExprSimple02 (2 ms) 2024-12-18T03:15:05.5542063Z [ RUN ] LoopNest.ExprSliceHeadWithLoopOptions 2024-12-18T03:15:05.5543835Z [ OK ] LoopNest.ExprSliceHeadWithLoopOptions (0 ms) 2024-12-18T03:15:05.5544244Z [ RUN ] LoopNest.ExprSliceTailWithLoopOptions 2024-12-18T03:15:05.5546581Z [ OK ] LoopNest.ExprSliceTailWithLoopOptions (0 ms) 2024-12-18T03:15:05.5547055Z [ RUN ] LoopNest.ExprSliceHeadWhenFactorEqualsSize 2024-12-18T03:15:05.5547688Z [ OK ] LoopNest.ExprSliceHeadWhenFactorEqualsSize (0 ms) 2024-12-18T03:15:05.5548309Z [ RUN ] LoopNest.ExprSliceHeadWhenFactorLargerThanSize 2024-12-18T03:15:05.5548792Z [ OK ] LoopNest.ExprSliceHeadWhenFactorLargerThanSize (0 ms) 2024-12-18T03:15:05.5549202Z [ RUN ] LoopNest.ExprSliceHead 2024-12-18T03:15:05.5549637Z [ OK ] LoopNest.ExprSliceHead (0 ms) 2024-12-18T03:15:05.5550134Z [ RUN ] LoopNest.ExprSliceHeadWithNonZeroStart 2024-12-18T03:15:05.5550758Z [ OK ] LoopNest.ExprSliceHeadWithNonZeroStart (0 ms) 2024-12-18T03:15:05.5551229Z [ RUN ] LoopNest.ExprSliceTailWhenFactorEqualsSize 2024-12-18T03:15:05.5551794Z [ OK ] LoopNest.ExprSliceTailWhenFactorEqualsSize (0 ms) 2024-12-18T03:15:05.5552249Z [ RUN ] LoopNest.ExprSliceTailWhenFactorLargerThanSize 2024-12-18T03:15:05.5552850Z [ OK ] LoopNest.ExprSliceTailWhenFactorLargerThanSize (0 ms) 2024-12-18T03:15:05.5553291Z [ RUN ] LoopNest.ExprSliceTail 2024-12-18T03:15:05.5553711Z [ OK ] LoopNest.ExprSliceTail (0 ms) 2024-12-18T03:15:05.5554044Z [ RUN ] LoopNest.ExprSplitAndSlice 2024-12-18T03:15:05.5559772Z [ OK ] LoopNest.ExprSplitAndSlice (0 ms) 2024-12-18T03:15:05.5560134Z [ RUN ] LoopNest.ExprSliceAndNormalize 2024-12-18T03:15:05.5561861Z [ OK ] LoopNest.ExprSliceAndNormalize (0 ms) 2024-12-18T03:15:05.5562268Z [ RUN ] LoopNest.ExprSliceWithVariableDimension 2024-12-18T03:15:05.5576938Z [ OK ] LoopNest.ExprSliceWithVariableDimension (1 ms) 2024-12-18T03:15:05.5577333Z [ RUN ] LoopNest.ExprSplitWithTail 2024-12-18T03:15:05.5583607Z [ OK ] LoopNest.ExprSplitWithTail (0 ms) 2024-12-18T03:15:05.5583966Z [ RUN ] LoopNest.ExprSplitWithTailNone 2024-12-18T03:15:05.5596750Z [ OK ] LoopNest.ExprSplitWithTailNone (1 ms) 2024-12-18T03:15:05.5597119Z [ RUN ] LoopNest.ExprSplitWithMask01 2024-12-18T03:15:05.5625733Z [ OK ] LoopNest.ExprSplitWithMask01 (2 ms) 2024-12-18T03:15:05.5626133Z [ RUN ] LoopNest.ExprSplitWithMaskRepeatedNoMask 2024-12-18T03:15:05.5630067Z [ OK ] LoopNest.ExprSplitWithMaskRepeatedNoMask (0 ms) 2024-12-18T03:15:05.5630453Z [ RUN ] LoopNest.getLoopAt 2024-12-18T03:15:05.5630741Z [ OK ] LoopNest.getLoopAt (0 ms) 2024-12-18T03:15:05.5631052Z [ RUN ] LoopNest.TileSimple 2024-12-18T03:15:05.6542518Z [ OK ] LoopNest.TileSimple (90 ms) 2024-12-18T03:15:05.6542885Z [ RUN ] LoopNest.TileWithTails 2024-12-18T03:15:05.7450913Z [ OK ] LoopNest.TileWithTails (90 ms) 2024-12-18T03:15:05.7451252Z [ RUN ] LoopNest.TileInMiddle 2024-12-18T03:15:05.8926064Z [ OK ] LoopNest.TileInMiddle (147 ms) 2024-12-18T03:15:05.8926443Z [ RUN ] LoopNest.SplitWithTailWithLoopOptions 2024-12-18T03:15:05.8926853Z [ OK ] LoopNest.SplitWithTailWithLoopOptions (0 ms) 2024-12-18T03:15:05.8927264Z [ RUN ] LoopNest.SplitWithMaskWithLoopOptions 2024-12-18T03:15:05.8927666Z [ OK ] LoopNest.SplitWithMaskWithLoopOptions (0 ms) 2024-12-18T03:15:05.8928069Z [ RUN ] LoopNest.ScheduleBroadcastAddBuffer 2024-12-18T03:15:05.8944881Z [ OK ] LoopNest.ScheduleBroadcastAddBuffer (1 ms) 2024-12-18T03:15:05.8945271Z [ RUN ] LoopNest.ScheduleFunctionCall01 2024-12-18T03:15:05.9023147Z [ OK ] LoopNest.ScheduleFunctionCall01 (7 ms) 2024-12-18T03:15:05.9023521Z [ RUN ] LoopNest.ScheduleInlineSimple 2024-12-18T03:15:05.9144842Z [ OK ] LoopNest.ScheduleInlineSimple (12 ms) 2024-12-18T03:15:05.9145578Z [ RUN ] LoopNest.ScheduleInlineFunc01 2024-12-18T03:15:05.9714198Z [ OK ] LoopNest.ScheduleInlineFunc01 (56 ms) 2024-12-18T03:15:05.9714574Z [ RUN ] LoopNest.ScheduleInlineRandom 2024-12-18T03:15:05.9717819Z [ OK ] LoopNest.ScheduleInlineRandom (0 ms) 2024-12-18T03:15:05.9718213Z [ RUN ] LoopNest.ScheduleInlineRandomUnrelated 2024-12-18T03:15:05.9721144Z [ OK ] LoopNest.ScheduleInlineRandomUnrelated (0 ms) 2024-12-18T03:15:05.9721588Z [ RUN ] LoopNest.ScheduleInlineRandomLowerDimensions 2024-12-18T03:15:05.9723924Z [ OK ] LoopNest.ScheduleInlineRandomLowerDimensions (0 ms) 2024-12-18T03:15:05.9724358Z [ RUN ] LoopNest.ScheduleInlineIntrinsics 2024-12-18T03:15:05.9814112Z [ OK ] LoopNest.ScheduleInlineIntrinsics (8 ms) 2024-12-18T03:15:05.9814525Z [ RUN ] LoopNest.ScheduleInlineRandWithIntrinsics 2024-12-18T03:15:05.9815689Z [ OK ] LoopNest.ScheduleInlineRandWithIntrinsics (0 ms) 2024-12-18T03:15:05.9816295Z [ RUN ] LoopNest.ScheduleSplitAThenInline 2024-12-18T03:15:05.9817297Z [ OK ] LoopNest.ScheduleSplitAThenInline (0 ms) 2024-12-18T03:15:05.9817684Z [ RUN ] LoopNest.ScheduleSplitBThenInline 2024-12-18T03:15:05.9821148Z [ OK ] LoopNest.ScheduleSplitBThenInline (0 ms) 2024-12-18T03:15:05.9821544Z [ RUN ] LoopNest.ScheduleSplitTwiceThenInline 2024-12-18T03:15:05.9822623Z [ OK ] LoopNest.ScheduleSplitTwiceThenInline (0 ms) 2024-12-18T03:15:05.9823026Z [ RUN ] LoopNest.ScheduleInlineThenSplit 2024-12-18T03:15:05.9826441Z [ OK ] LoopNest.ScheduleInlineThenSplit (0 ms) 2024-12-18T03:15:05.9826843Z [ RUN ] LoopNest.ScheduleSplitInlineThenSplit 2024-12-18T03:15:05.9833484Z [ OK ] LoopNest.ScheduleSplitInlineThenSplit (0 ms) 2024-12-18T03:15:05.9833934Z [ RUN ] LoopNest.ScheduleSplitInlineSimplify 2024-12-18T03:15:05.9834694Z [ OK ] LoopNest.ScheduleSplitInlineSimplify (0 ms) 2024-12-18T03:15:05.9835095Z [ RUN ] LoopNest.ScheduleInlineThreeMixedOnce 2024-12-18T03:15:05.9839389Z [ OK ] LoopNest.ScheduleInlineThreeMixedOnce (0 ms) 2024-12-18T03:15:05.9839800Z [ RUN ] LoopNest.ScheduleInlineThreeMixedTwice 2024-12-18T03:15:05.9843820Z [ OK ] LoopNest.ScheduleInlineThreeMixedTwice (0 ms) 2024-12-18T03:15:05.9844226Z [ RUN ] LoopNest.ScheduleInlineThreeMixedInner 2024-12-18T03:15:05.9848527Z [ OK ] LoopNest.ScheduleInlineThreeMixedInner (0 ms) 2024-12-18T03:15:05.9848936Z [ RUN ] LoopNest.ScheduleInlineThreeMixedSplit 2024-12-18T03:15:05.9850738Z [ OK ] LoopNest.ScheduleInlineThreeMixedSplit (0 ms) 2024-12-18T03:15:05.9851157Z [ RUN ] LoopNest.ScheduleInlineOutputTensors 2024-12-18T03:15:05.9854664Z [ OK ] LoopNest.ScheduleInlineOutputTensors (0 ms) 2024-12-18T03:15:05.9855217Z [ RUN ] LoopNest.ScheduleInlineWithCompoundIndices 2024-12-18T03:15:05.9855796Z [ OK ] LoopNest.ScheduleInlineWithCompoundIndices (0 ms) 2024-12-18T03:15:05.9856340Z [ RUN ] LoopNest.ScheduleInlineConsumerIndicesWithCast 2024-12-18T03:15:05.9857009Z [ OK ] LoopNest.ScheduleInlineConsumerIndicesWithCast (0 ms) 2024-12-18T03:15:05.9857490Z [ RUN ] LoopNest.ScheduleInlineProducerIndicesWithCast 2024-12-18T03:15:05.9857968Z [ OK ] LoopNest.ScheduleInlineProducerIndicesWithCast (0 ms) 2024-12-18T03:15:05.9858384Z [ RUN ] LoopNest.ScheduleFuserStyle 2024-12-18T03:15:05.9912413Z [ OK ] LoopNest.ScheduleFuserStyle (5 ms) 2024-12-18T03:15:05.9912828Z [ RUN ] LoopNest.ScheduleFuserThreeArg 2024-12-18T03:15:05.9975722Z [ OK ] LoopNest.ScheduleFuserThreeArg (6 ms) 2024-12-18T03:15:05.9976103Z [ RUN ] LoopNest.ScheduleDynamicShape2D 2024-12-18T03:15:06.0078942Z [ OK ] LoopNest.ScheduleDynamicShape2D (10 ms) 2024-12-18T03:15:06.0079316Z [ RUN ] LoopNest.LoopNestComputeAt_1 2024-12-18T03:15:06.0087324Z [ OK ] LoopNest.LoopNestComputeAt_1 (0 ms) 2024-12-18T03:15:06.0087787Z [ RUN ] LoopNest.LoopNestComputeAt_2 2024-12-18T03:15:06.0589514Z [ OK ] LoopNest.LoopNestComputeAt_2 (49 ms) 2024-12-18T03:15:06.0590223Z [ RUN ] LoopNest.LoopNestComputeAt_3 2024-12-18T03:15:06.1089272Z [ OK ] LoopNest.LoopNestComputeAt_3 (50 ms) 2024-12-18T03:15:06.1089697Z [ RUN ] LoopNest.Reduce2dComputeAt 2024-12-18T03:15:06.1919369Z [ OK ] LoopNest.Reduce2dComputeAt (82 ms) 2024-12-18T03:15:06.1919781Z [ DISABLED ] LoopNest.DISABLED_Conv1d_NH 2024-12-18T03:15:06.1920169Z [ RUN ] LoopNest.LoopNestReorderAxis1 2024-12-18T03:15:06.1920832Z [ OK ] LoopNest.LoopNestReorderAxis1 (0 ms) 2024-12-18T03:15:06.1921228Z [ RUN ] LoopNest.LoopNestReorderPartialAxes 2024-12-18T03:15:06.1930280Z [ OK ] LoopNest.LoopNestReorderPartialAxes (0 ms) 2024-12-18T03:15:06.1930767Z [ RUN ] LoopNest.LoopNestReorderInternalAxis 2024-12-18T03:15:06.1939059Z [ OK ] LoopNest.LoopNestReorderInternalAxis (0 ms) 2024-12-18T03:15:06.1939481Z [ RUN ] LoopNest.LoopNestReorderEnclosingAxis 2024-12-18T03:15:06.1948151Z [ OK ] LoopNest.LoopNestReorderEnclosingAxis (0 ms) 2024-12-18T03:15:06.1948701Z [ RUN ] LoopNest.LoopNestReorderSameAxis 2024-12-18T03:15:06.1949235Z [ OK ] LoopNest.LoopNestReorderSameAxis (0 ms) 2024-12-18T03:15:06.1949631Z [ RUN ] LoopNest.LoopNestReorderExtraStatements 2024-12-18T03:15:06.1962526Z [ OK ] LoopNest.LoopNestReorderExtraStatements (1 ms) 2024-12-18T03:15:06.1963146Z [ RUN ] LoopNest.LoopNestReorderLongStringOfPreOrphans 2024-12-18T03:15:06.2519489Z [ OK ] LoopNest.LoopNestReorderLongStringOfPreOrphans (55 ms) 2024-12-18T03:15:06.2520477Z [ RUN ] LoopNest.LoopNestReorderLongStringOfPostOrphans 2024-12-18T03:15:06.3072871Z [ OK ] LoopNest.LoopNestReorderLongStringOfPostOrphans (55 ms) 2024-12-18T03:15:06.3073405Z [ RUN ] LoopNest.LoopNestReorderLongStringFull 2024-12-18T03:15:06.3773646Z [ OK ] LoopNest.LoopNestReorderLongStringFull (70 ms) 2024-12-18T03:15:06.3774080Z [ RUN ] LoopNest.LoopNestReorderInternalLoopNest 2024-12-18T03:15:06.3889675Z [ OK ] LoopNest.LoopNestReorderInternalLoopNest (11 ms) 2024-12-18T03:15:06.3890097Z [ RUN ] LoopNest.OuterLoopVectorization 2024-12-18T03:15:06.3890547Z [ OK ] LoopNest.OuterLoopVectorization (0 ms) 2024-12-18T03:15:06.3890936Z [ RUN ] LoopNest.VectorizeLoopNotNormalized 2024-12-18T03:15:06.3891824Z [ OK ] LoopNest.VectorizeLoopNotNormalized (0 ms) 2024-12-18T03:15:06.3892266Z [ RUN ] LoopNest.Unroll 2024-12-18T03:15:06.3892556Z [ OK ] LoopNest.Unroll (0 ms) 2024-12-18T03:15:06.3892870Z [ RUN ] LoopNest.UnrollOuter 2024-12-18T03:15:06.3894381Z [ OK ] LoopNest.UnrollOuter (0 ms) 2024-12-18T03:15:06.3894771Z [ RUN ] LoopNest.UnrollInner 2024-12-18T03:15:06.3895119Z [ OK ] LoopNest.UnrollInner (0 ms) 2024-12-18T03:15:06.3895467Z [ RUN ] LoopNest.UnrollMultipleStatements 2024-12-18T03:15:06.3896457Z [ OK ] LoopNest.UnrollMultipleStatements (0 ms) 2024-12-18T03:15:06.3896920Z [ RUN ] LoopNest.UnrollNonLiteralConstantBounds 2024-12-18T03:15:06.3898082Z [ OK ] LoopNest.UnrollNonLiteralConstantBounds (0 ms) 2024-12-18T03:15:06.3898576Z [ RUN ] LoopNest.UnrollNonConstantBounds 2024-12-18T03:15:06.3911590Z [ OK ] LoopNest.UnrollNonConstantBounds (1 ms) 2024-12-18T03:15:06.3911985Z [ RUN ] LoopNest.UnrollByFactorsLessThan2 2024-12-18T03:15:06.3912440Z [ OK ] LoopNest.UnrollByFactorsLessThan2 (0 ms) 2024-12-18T03:15:06.3912878Z [ RUN ] LoopNest.UnrollByFactorEqualToIters 2024-12-18T03:15:06.3914834Z [ OK ] LoopNest.UnrollByFactorEqualToIters (0 ms) 2024-12-18T03:15:06.3923310Z [ RUN ] LoopNest.UnrollEmpty 2024-12-18T03:15:06.3923654Z [ OK ] LoopNest.UnrollEmpty (0 ms) 2024-12-18T03:15:06.3924067Z [ RUN ] LoopNest.NoUnroll 2024-12-18T03:15:06.3924368Z [ OK ] LoopNest.NoUnroll (0 ms) 2024-12-18T03:15:06.3924729Z [ RUN ] LoopNest.UnrollWithLet 2024-12-18T03:15:06.3925076Z [ OK ] LoopNest.UnrollWithLet (0 ms) 2024-12-18T03:15:06.3925403Z [ RUN ] LoopNest.IsNormalized 2024-12-18T03:15:06.3925790Z [ OK ] LoopNest.IsNormalized (0 ms) 2024-12-18T03:15:06.3926133Z [ RUN ] LoopNest.NormalizeStartPositive 2024-12-18T03:15:06.3926579Z [ OK ] LoopNest.NormalizeStartPositive (0 ms) 2024-12-18T03:15:06.3926954Z [ RUN ] LoopNest.NormalizeStartNegative 2024-12-18T03:15:06.3927384Z [ OK ] LoopNest.NormalizeStartNegative (0 ms) 2024-12-18T03:15:06.3927745Z [ RUN ] LoopNest.NormalizeStartZero 2024-12-18T03:15:06.3928116Z [ OK ] LoopNest.NormalizeStartZero (0 ms) 2024-12-18T03:15:06.3928506Z [ RUN ] LoopNest.NormalizeStartVariable 2024-12-18T03:15:06.3928899Z [ OK ] LoopNest.NormalizeStartVariable (0 ms) 2024-12-18T03:15:06.3929337Z [ RUN ] LoopNest.NormalizeOnNestedOuterLoop 2024-12-18T03:15:06.3929741Z [ OK ] LoopNest.NormalizeOnNestedOuterLoop (0 ms) 2024-12-18T03:15:06.3930201Z [ RUN ] LoopNest.NormalizeOnNestedInnerLoop 2024-12-18T03:15:06.3930623Z [ OK ] LoopNest.NormalizeOnNestedInnerLoop (0 ms) 2024-12-18T03:15:06.3931240Z [ RUN ] LoopNest.NormalizeAndSplitWithTail 2024-12-18T03:15:06.3935253Z [ OK ] LoopNest.NormalizeAndSplitWithTail (0 ms) 2024-12-18T03:15:06.3935734Z [ RUN ] LoopNest.NotNormalizeAndSplitWithTail 2024-12-18T03:15:06.3939892Z [ OK ] LoopNest.NotNormalizeAndSplitWithTail (0 ms) 2024-12-18T03:15:06.3940300Z [ RUN ] LoopNest.FlattenSimpleLoopNest2D 2024-12-18T03:15:06.3949858Z [ OK ] LoopNest.FlattenSimpleLoopNest2D (0 ms) 2024-12-18T03:15:06.3950247Z [ RUN ] LoopNest.FlattenSimpleLoopNest3D 2024-12-18T03:15:06.4035852Z [ OK ] LoopNest.FlattenSimpleLoopNest3D (8 ms) 2024-12-18T03:15:06.4036923Z [ RUN ] LoopNest.FlattenLoopNestAfterNormalize 2024-12-18T03:15:06.4060879Z [ OK ] LoopNest.FlattenLoopNestAfterNormalize (2 ms) 2024-12-18T03:15:06.4061353Z [ RUN ] LoopNest.FlattenLoopNestWithNonLiteralConstantBounds 2024-12-18T03:15:06.4073016Z [ OK ] LoopNest.FlattenLoopNestWithNonLiteralConstantBounds (1 ms) 2024-12-18T03:15:06.4073497Z [ RUN ] LoopNest.FlattenImperfectLoopNest 2024-12-18T03:15:06.4073884Z [ OK ] LoopNest.FlattenImperfectLoopNest (0 ms) 2024-12-18T03:15:06.4074276Z [ RUN ] LoopNest.FlattenReductionLoopNest 2024-12-18T03:15:06.4074659Z [ OK ] LoopNest.FlattenReductionLoopNest (0 ms) 2024-12-18T03:15:06.4075071Z [ RUN ] LoopNest.FlattenReductionLoopNestFromTensor 2024-12-18T03:15:06.4075507Z [ OK ] LoopNest.FlattenReductionLoopNestFromTensor (0 ms) 2024-12-18T03:15:06.4075934Z [ RUN ] LoopNest.FlattenIncorrectLoopsAsInput 2024-12-18T03:15:06.4076334Z [ OK ] LoopNest.FlattenIncorrectLoopsAsInput (0 ms) 2024-12-18T03:15:06.4076728Z [ RUN ] LoopNest.DetectInlineRankMismatch 2024-12-18T03:15:06.4077110Z [ OK ] LoopNest.DetectInlineRankMismatch (0 ms) 2024-12-18T03:15:06.4077466Z [ RUN ] LoopNest.CacheReadsSimple 2024-12-18T03:15:06.4439538Z [ OK ] LoopNest.CacheReadsSimple (36 ms) 2024-12-18T03:15:06.4440648Z [ RUN ] LoopNest.CacheReadsOuter 2024-12-18T03:15:06.4831787Z [ OK ] LoopNest.CacheReadsOuter (39 ms) 2024-12-18T03:15:06.4832169Z [ RUN ] LoopNest.CacheReadsInternal 2024-12-18T03:15:06.5252256Z [ OK ] LoopNest.CacheReadsInternal (41 ms) 2024-12-18T03:15:06.5252754Z [ RUN ] LoopNest.CacheReadsInner 2024-12-18T03:15:06.5914909Z [ OK ] LoopNest.CacheReadsInner (66 ms) 2024-12-18T03:15:06.5915387Z [ RUN ] LoopNest.CacheWritesSimple 2024-12-18T03:15:06.6641459Z [ OK ] LoopNest.CacheWritesSimple (72 ms) 2024-12-18T03:15:06.6641875Z [ RUN ] LoopNest.DeadStoreElimination 2024-12-18T03:15:06.6655117Z [ OK ] LoopNest.DeadStoreElimination (1 ms) 2024-12-18T03:15:06.6655657Z [ RUN ] LoopNest.DeadStoreEliminationWithIntermediates 2024-12-18T03:15:06.6666508Z [ OK ] LoopNest.DeadStoreEliminationWithIntermediates (1 ms) 2024-12-18T03:15:06.6667028Z [ RUN ] LoopNest.CompoundTensorSimple 2024-12-18T03:15:06.6679225Z [ OK ] LoopNest.CompoundTensorSimple (1 ms) 2024-12-18T03:15:06.6679666Z [ RUN ] LoopNest.InlineConstantIndex 2024-12-18T03:15:06.6682488Z [ OK ] LoopNest.InlineConstantIndex (0 ms) 2024-12-18T03:15:06.6683020Z [ RUN ] LoopNest.CompoundTensorUsed 2024-12-18T03:15:06.6704357Z [ OK ] LoopNest.CompoundTensorUsed (2 ms) 2024-12-18T03:15:06.6704718Z [ RUN ] LoopNest.InlineFromLoad 2024-12-18T03:15:06.6705046Z [ OK ] LoopNest.InlineFromLoad (0 ms) 2024-12-18T03:15:06.6705409Z [ RUN ] LoopNest.OptimizeConditionalsSimple 2024-12-18T03:15:06.6706102Z [ OK ] LoopNest.OptimizeConditionalsSimple (0 ms) 2024-12-18T03:15:06.6706531Z [ RUN ] LoopNest.OptimizeConditionalsNestedConditions 2024-12-18T03:15:06.6708666Z [ OK ] LoopNest.OptimizeConditionalsNestedConditions (0 ms) 2024-12-18T03:15:06.6709137Z [ RUN ] LoopNest.OptimizeConditionalsMultipleStores 2024-12-18T03:15:06.6711324Z [ OK ] LoopNest.OptimizeConditionalsMultipleStores (0 ms) 2024-12-18T03:15:06.6711825Z [ RUN ] LoopNest.OptimizeConditionalsMultipleStoresInOneLoop 2024-12-18T03:15:06.6716533Z [ OK ] LoopNest.OptimizeConditionalsMultipleStoresInOneLoop (0 ms) 2024-12-18T03:15:06.6717167Z [ RUN ] LoopNest.OptimizeConditionalsOuterLoopVar 2024-12-18T03:15:06.6719635Z [ OK ] LoopNest.OptimizeConditionalsOuterLoopVar (0 ms) 2024-12-18T03:15:06.6720112Z [ RUN ] LoopNest.OptimizeConditionalsCompValuesNotOrdered 2024-12-18T03:15:06.6723040Z [ OK ] LoopNest.OptimizeConditionalsCompValuesNotOrdered (0 ms) 2024-12-18T03:15:06.6723681Z [ RUN ] LoopNest.OptimizeConditionalsCompValuesNotConstants 2024-12-18T03:15:06.6726384Z [ OK ] LoopNest.OptimizeConditionalsCompValuesNotConstants (0 ms) 2024-12-18T03:15:06.6726998Z [ RUN ] LoopNest.OptimizeConditionalsInvalidCondition 2024-12-18T03:15:06.6729470Z [ OK ] LoopNest.OptimizeConditionalsInvalidCondition (0 ms) 2024-12-18T03:15:06.6729937Z [ RUN ] LoopNest.OptimizeConditionalsInvalidCondition2 2024-12-18T03:15:06.6733040Z [ OK ] LoopNest.OptimizeConditionalsInvalidCondition2 (0 ms) 2024-12-18T03:15:06.6733540Z [ RUN ] LoopNest.OptimizeConditionalsInvalidCondition3 2024-12-18T03:15:06.6735641Z [ OK ] LoopNest.OptimizeConditionalsInvalidCondition3 (0 ms) 2024-12-18T03:15:06.6736126Z [ RUN ] LoopNest.OptimizeConditionalsInvalidCondition4 2024-12-18T03:15:06.6738423Z [ OK ] LoopNest.OptimizeConditionalsInvalidCondition4 (0 ms) 2024-12-18T03:15:06.6738892Z [ RUN ] LoopNest.OptimizeConditionalsNotNormalized 2024-12-18T03:15:06.6740101Z [ OK ] LoopNest.OptimizeConditionalsNotNormalized (0 ms) 2024-12-18T03:15:06.6740530Z [ RUN ] LoopNest.ColReduceSplitTailEvenReorder 2024-12-18T03:15:06.8291777Z [ OK ] LoopNest.ColReduceSplitTailEvenReorder (154 ms) 2024-12-18T03:15:06.8292644Z [ RUN ] LoopNest.ColReduceSplitTailUnevenReorder 2024-12-18T03:15:06.9522072Z [ OK ] LoopNest.ColReduceSplitTailUnevenReorder (122 ms) 2024-12-18T03:15:06.9522910Z [ RUN ] LoopNest.ColReduceSplitMaskEvenReorder 2024-12-18T03:15:07.1079296Z [ OK ] LoopNest.ColReduceSplitMaskEvenReorder (155 ms) 2024-12-18T03:15:07.1079804Z [ RUN ] LoopNest.ColReduceSplitMaskUnevenReorder 2024-12-18T03:15:07.2466140Z [ OK ] LoopNest.ColReduceSplitMaskUnevenReorder (138 ms) 2024-12-18T03:15:07.2466580Z [ RUN ] LoopNest.ReorderAxisWithMultipleConds 2024-12-18T03:15:07.2468851Z [ OK ] LoopNest.ReorderAxisWithMultipleConds (0 ms) 2024-12-18T03:15:07.2469300Z [ RUN ] LoopNest.VectorizeUse 2024-12-18T03:15:07.2469619Z [ OK ] LoopNest.VectorizeUse (0 ms) 2024-12-18T03:15:07.2470010Z [ RUN ] LoopNest.Int64Direct 2024-12-18T03:15:07.2470306Z [ OK ] LoopNest.Int64Direct (0 ms) 2024-12-18T03:15:07.2470667Z [ RUN ] LoopNest.Int64Compute 2024-12-18T03:15:07.2471264Z [ OK ] LoopNest.Int64Compute (0 ms) 2024-12-18T03:15:07.2471724Z [ RUN ] LoopNest.DistributeLoopWithAllStmtsAsPivots 2024-12-18T03:15:07.2472170Z [ OK ] LoopNest.DistributeLoopWithAllStmtsAsPivots (0 ms) 2024-12-18T03:15:07.2472698Z [ RUN ] LoopNest.DistributeLoopWithOneStmtAsPivot 2024-12-18T03:15:07.2473149Z [ OK ] LoopNest.DistributeLoopWithOneStmtAsPivot (0 ms) 2024-12-18T03:15:07.2473649Z [ RUN ] LoopNest.DistributeLoopWithoutAnyPivot 2024-12-18T03:15:07.2474089Z [ OK ] LoopNest.DistributeLoopWithoutAnyPivot (0 ms) 2024-12-18T03:15:07.2474545Z [ RUN ] LoopNest.DistributeLoopOverInnerLoops 2024-12-18T03:15:07.2474999Z [ OK ] LoopNest.DistributeLoopOverInnerLoops (0 ms) 2024-12-18T03:15:07.2475478Z [ RUN ] LoopNest.DistributeLoopAndParentsWithoutAnyPivot 2024-12-18T03:15:07.2476039Z [ OK ] LoopNest.DistributeLoopAndParentsWithoutAnyPivot (0 ms) 2024-12-18T03:15:07.2476475Z [ RUN ] LoopNest.fuseLoopsSimple 2024-12-18T03:15:07.2477087Z [ OK ] LoopNest.fuseLoopsSimple (0 ms) 2024-12-18T03:15:07.2477445Z [ RUN ] LoopNest.fuseLoopsMultiple 2024-12-18T03:15:07.2482323Z [ OK ] LoopNest.fuseLoopsMultiple (0 ms) 2024-12-18T03:15:07.2482760Z [ RUN ] LoopNest.fuseLoopsNested 2024-12-18T03:15:07.2488971Z [ OK ] LoopNest.fuseLoopsNested (0 ms) 2024-12-18T03:15:07.2489502Z [ RUN ] LoopNest.fuseLoopsNested2D 2024-12-18T03:15:07.2492546Z [ OK ] LoopNest.fuseLoopsNested2D (0 ms) 2024-12-18T03:15:07.2493016Z [ RUN ] LoopNest.fuseLoopsNested2DInner 2024-12-18T03:15:07.2494951Z [ OK ] LoopNest.fuseLoopsNested2DInner (0 ms) 2024-12-18T03:15:07.2495438Z [ RUN ] LoopNest.fuseLoopsDifferentStopBounds 2024-12-18T03:15:07.2495884Z [ OK ] LoopNest.fuseLoopsDifferentStopBounds (0 ms) 2024-12-18T03:15:07.2496348Z [ RUN ] LoopNest.fuseLoopsDifferentStartBounds 2024-12-18T03:15:07.2496915Z [ OK ] LoopNest.fuseLoopsDifferentStartBounds (0 ms) 2024-12-18T03:15:07.2497399Z [ RUN ] LoopNest.fuseLoopsNotContiguous 2024-12-18T03:15:07.2497781Z [ OK ] LoopNest.fuseLoopsNotContiguous (0 ms) 2024-12-18T03:15:07.2498237Z [ RUN ] LoopNest.fuseLoopsWithDifferentParents 2024-12-18T03:15:07.2498654Z [ OK ] LoopNest.fuseLoopsWithDifferentParents (0 ms) 2024-12-18T03:15:07.2499146Z [ RUN ] LoopNest.fuseLoopsWithVariableBounds 2024-12-18T03:15:07.2501024Z [ OK ] LoopNest.fuseLoopsWithVariableBounds (0 ms) 2024-12-18T03:15:07.2501461Z [ RUN ] LoopNest.fuseLoopsWithExprBounds 2024-12-18T03:15:07.2505860Z [ OK ] LoopNest.fuseLoopsWithExprBounds (0 ms) 2024-12-18T03:15:07.2506272Z [ RUN ] LoopNest.fuseLoopsWithDifferentExprBounds 2024-12-18T03:15:07.2509982Z [ OK ] LoopNest.fuseLoopsWithDifferentExprBounds (0 ms) 2024-12-18T03:15:07.2510524Z [ RUN ] LoopNest.fuseLoopsWithNonOverlappingBufferAccesses 2024-12-18T03:15:07.2514666Z [ OK ] LoopNest.fuseLoopsWithNonOverlappingBufferAccesses (0 ms) 2024-12-18T03:15:07.2515300Z [ RUN ] LoopNest.fuseLoopsWithNonOverlapping2DBufferAccesses 2024-12-18T03:15:07.2522339Z [ OK ] LoopNest.fuseLoopsWithNonOverlapping2DBufferAccesses (0 ms) 2024-12-18T03:15:07.2522908Z [ RUN ] LoopNest.fuseLoopsWithReductions 2024-12-18T03:15:07.2527683Z [ OK ] LoopNest.fuseLoopsWithReductions (0 ms) 2024-12-18T03:15:07.2528084Z [ RUN ] LoopNest.fuseLoopsWith2DReductions 2024-12-18T03:15:07.2536648Z [ OK ] LoopNest.fuseLoopsWith2DReductions (0 ms) 2024-12-18T03:15:07.2537050Z [ RUN ] LoopNest.fuseLoopsWithComplexIndices 2024-12-18T03:15:07.2544429Z [ OK ] LoopNest.fuseLoopsWithComplexIndices (0 ms) 2024-12-18T03:15:07.2544862Z [ RUN ] LoopNest.fuseLoopsWithMixedLoopVarsAsIndices 2024-12-18T03:15:07.2554683Z [ OK ] LoopNest.fuseLoopsWithMixedLoopVarsAsIndices (1 ms) 2024-12-18T03:15:07.2555109Z [ RUN ] LoopNest.fuseLoopsWithTranspose 2024-12-18T03:15:07.2560265Z [ OK ] LoopNest.fuseLoopsWithTranspose (0 ms) 2024-12-18T03:15:07.2560678Z [ RUN ] LoopNest.fuseLoopsThatViolateDependencies1 2024-12-18T03:15:07.2564975Z [ OK ] LoopNest.fuseLoopsThatViolateDependencies1 (0 ms) 2024-12-18T03:15:07.2565445Z [ RUN ] LoopNest.fuseLoopsThatViolateDependencies2 2024-12-18T03:15:07.2569219Z [ OK ] LoopNest.fuseLoopsThatViolateDependencies2 (0 ms) 2024-12-18T03:15:07.2569670Z [ RUN ] LoopNest.fuseLoopsThatViolateDependencies3 2024-12-18T03:15:07.2576984Z [ OK ] LoopNest.fuseLoopsThatViolateDependencies3 (0 ms) 2024-12-18T03:15:07.2577434Z [ RUN ] LoopNest.fuseLoopsThatViolateDependencies4 2024-12-18T03:15:07.2586589Z [ OK ] LoopNest.fuseLoopsThatViolateDependencies4 (0 ms) 2024-12-18T03:15:07.2587036Z [ RUN ] LoopNest.fuseLoopsThatViolateDependencies5 2024-12-18T03:15:07.2591471Z [ OK ] LoopNest.fuseLoopsThatViolateDependencies5 (0 ms) 2024-12-18T03:15:07.2591918Z [ RUN ] LoopNest.fuseLoopsThatViolateDependencies6 2024-12-18T03:15:07.2596469Z [ OK ] LoopNest.fuseLoopsThatViolateDependencies6 (0 ms) 2024-12-18T03:15:07.2596917Z [ RUN ] LoopNest.fuseLoopsThatViolateDependencies7 2024-12-18T03:15:07.2601261Z [ OK ] LoopNest.fuseLoopsThatViolateDependencies7 (0 ms) 2024-12-18T03:15:07.2601685Z [ RUN ] LoopNest.areLoopsPerfectlyNested 2024-12-18T03:15:07.2602065Z [ OK ] LoopNest.areLoopsPerfectlyNested (0 ms) 2024-12-18T03:15:07.2602554Z [ RUN ] LoopNest.reorderNestedLoops2D 2024-12-18T03:15:07.2603116Z [ OK ] LoopNest.reorderNestedLoops2D (0 ms) 2024-12-18T03:15:07.2603541Z [ RUN ] LoopNest.reorderNestedLoops3D 2024-12-18T03:15:07.2603896Z [ OK ] LoopNest.reorderNestedLoops3D (0 ms) 2024-12-18T03:15:07.2604267Z [ RUN ] LoopNest.reorderNestedLoops4D 2024-12-18T03:15:07.2604626Z [ OK ] LoopNest.reorderNestedLoops4D (0 ms) 2024-12-18T03:15:07.2605001Z [ RUN ] LoopNest.reorderTrivialPermutation 2024-12-18T03:15:07.2605391Z [ OK ] LoopNest.reorderTrivialPermutation (0 ms) 2024-12-18T03:15:07.2605857Z [ RUN ] LoopNest.reorderInvalidPermutations 2024-12-18T03:15:07.2606258Z [ OK ] LoopNest.reorderInvalidPermutations (0 ms) 2024-12-18T03:15:07.2606640Z [ RUN ] LoopNest.reorderInvalidLoopNest 2024-12-18T03:15:07.2607015Z [ OK ] LoopNest.reorderInvalidLoopNest (0 ms) 2024-12-18T03:15:07.2607384Z [ RUN ] LoopNest.compressBufferSimple 2024-12-18T03:15:07.2607749Z [ OK ] LoopNest.compressBufferSimple (0 ms) 2024-12-18T03:15:07.2608124Z [ RUN ] LoopNest.compressBufferMultipleDims 2024-12-18T03:15:07.2608522Z [ OK ] LoopNest.compressBufferMultipleDims (0 ms) 2024-12-18T03:15:07.2608915Z [ RUN ] LoopNest.compressBufferMultipleDims2 2024-12-18T03:15:07.2609313Z [ OK ] LoopNest.compressBufferMultipleDims2 (0 ms) 2024-12-18T03:15:07.2609743Z [ RUN ] LoopNest.compressBufferDifferentOrderIndices 2024-12-18T03:15:07.2610192Z [ OK ] LoopNest.compressBufferDifferentOrderIndices (0 ms) 2024-12-18T03:15:07.2610623Z [ RUN ] LoopNest.compressBufferVariableBounds 2024-12-18T03:15:07.2611035Z [ OK ] LoopNest.compressBufferVariableBounds (0 ms) 2024-12-18T03:15:07.2611461Z [ RUN ] LoopNest.compressBufferNoCommonParentLoops 2024-12-18T03:15:07.2611901Z [ OK ] LoopNest.compressBufferNoCommonParentLoops (0 ms) 2024-12-18T03:15:07.2612325Z [ RUN ] LoopNest.compressBufferIndicesMixed 2024-12-18T03:15:07.2612718Z [ OK ] LoopNest.compressBufferIndicesMixed (0 ms) 2024-12-18T03:15:07.2613601Z [ RUN ] LoopNest.compressMultipleBuffers 2024-12-18T03:15:07.2613986Z [ OK ] LoopNest.compressMultipleBuffers (0 ms) 2024-12-18T03:15:07.2614342Z [ RUN ] LoopNest.sanitizeNames 2024-12-18T03:15:07.2623803Z [ OK ] LoopNest.sanitizeNames (1 ms) 2024-12-18T03:15:07.2624162Z [----------] 174 tests from LoopNest (1710 ms total) 2024-12-18T03:15:07.2624393Z 2024-12-18T03:15:07.2624511Z [----------] 31 tests from MemDependency 2024-12-18T03:15:07.2624834Z [ RUN ] MemDependency.BoundOverlap 2024-12-18T03:15:07.2634788Z [ OK ] MemDependency.BoundOverlap (1 ms) 2024-12-18T03:15:07.2635154Z [ RUN ] MemDependency.BoundComparison 2024-12-18T03:15:07.2643223Z [ OK ] MemDependency.BoundComparison (0 ms) 2024-12-18T03:15:07.2643604Z [ RUN ] MemDependency.BoundOverlapSymbolic 2024-12-18T03:15:07.2651732Z [ OK ] MemDependency.BoundOverlapSymbolic (0 ms) 2024-12-18T03:15:07.2652131Z [ RUN ] MemDependency.BoundOverlapMultiDim 2024-12-18T03:15:07.2660014Z [ OK ] MemDependency.BoundOverlapMultiDim (0 ms) 2024-12-18T03:15:07.2660389Z [ RUN ] MemDependency.BoundSubtract 2024-12-18T03:15:07.2667236Z [ OK ] MemDependency.BoundSubtract (0 ms) 2024-12-18T03:15:07.2667617Z [ RUN ] MemDependency.BoundSubtractSymbolic 2024-12-18T03:15:07.2687500Z [ OK ] MemDependency.BoundSubtractSymbolic (1 ms) 2024-12-18T03:15:07.2687897Z [ RUN ] MemDependency.BoundSubtractMultiDim 2024-12-18T03:15:07.2711030Z [ OK ] MemDependency.BoundSubtractMultiDim (2 ms) 2024-12-18T03:15:07.2711457Z [ RUN ] MemDependency.BoundSubtractMultiDimSymbolic 2024-12-18T03:15:07.2742563Z [ OK ] MemDependency.BoundSubtractMultiDimSymbolic (3 ms) 2024-12-18T03:15:07.2743060Z [ RUN ] MemDependency.MemDependencyCheckerSimple 2024-12-18T03:15:07.2743542Z [ OK ] MemDependency.MemDependencyCheckerSimple (0 ms) 2024-12-18T03:15:07.2744046Z [ RUN ] MemDependency.MemDependencyCheckerMultiStmt 2024-12-18T03:15:07.2744708Z [ OK ] MemDependency.MemDependencyCheckerMultiStmt (0 ms) 2024-12-18T03:15:07.2745307Z [ RUN ] MemDependency.MemDependencyCheckerOverlap 2024-12-18T03:15:07.2745815Z [ OK ] MemDependency.MemDependencyCheckerOverlap (0 ms) 2024-12-18T03:15:07.2746252Z [ RUN ] MemDependency.MemDependencyCheckerLoop 2024-12-18T03:15:07.2746732Z [ OK ] MemDependency.MemDependencyCheckerLoop (0 ms) 2024-12-18T03:15:07.2747177Z [ RUN ] MemDependency.MemDependencyCheckerLoopReduce 2024-12-18T03:15:07.2748860Z [ OK ] MemDependency.MemDependencyCheckerLoopReduce (0 ms) 2024-12-18T03:15:07.2749564Z [ RUN ] MemDependency.MemDependencyCheckerLoopReduceExpanded 2024-12-18T03:15:07.2751541Z [ OK ] MemDependency.MemDependencyCheckerLoopReduceExpanded (0 ms) 2024-12-18T03:15:07.2752167Z [ RUN ] MemDependency.MemDependencyCheckerInputsOutputs 2024-12-18T03:15:07.2753001Z [ OK ] MemDependency.MemDependencyCheckerInputsOutputs (0 ms) 2024-12-18T03:15:07.2753577Z [ RUN ] MemDependency.MemDependencyCheckerOutputDoesntDepend 2024-12-18T03:15:07.2754328Z [ OK ] MemDependency.MemDependencyCheckerOutputDoesntDepend (0 ms) 2024-12-18T03:15:07.2754889Z [ RUN ] MemDependency.MemDependencyCheckerLoopBounds 2024-12-18T03:15:07.2765535Z [ OK ] MemDependency.MemDependencyCheckerLoopBounds (1 ms) 2024-12-18T03:15:07.2766129Z [ RUN ] MemDependency.MemDependencyCheckerLoopBoundsIndexShift 2024-12-18T03:15:07.2791627Z [ OK ] MemDependency.MemDependencyCheckerLoopBoundsIndexShift (2 ms) 2024-12-18T03:15:07.2792193Z [ RUN ] MemDependency.MemDependencyCheckerLoopSelfDependency 2024-12-18T03:15:07.2924149Z [ OK ] MemDependency.MemDependencyCheckerLoopSelfDependency (13 ms) 2024-12-18T03:15:07.2924704Z [ RUN ] MemDependency.MemDependencyCheckerLoopDistinctStrides 2024-12-18T03:15:07.2932110Z [ OK ] MemDependency.MemDependencyCheckerLoopDistinctStrides (0 ms) 2024-12-18T03:15:07.2932649Z [ RUN ] MemDependency.MemDependencyCheckerLoopBoundsCond 2024-12-18T03:15:07.2948491Z [ OK ] MemDependency.MemDependencyCheckerLoopBoundsCond (1 ms) 2024-12-18T03:15:07.2948979Z [ RUN ] MemDependency.MemDependencyCheckerIfThenElse 2024-12-18T03:15:07.2959577Z [ OK ] MemDependency.MemDependencyCheckerIfThenElse (1 ms) 2024-12-18T03:15:07.2960023Z [ RUN ] MemDependency.MemDependencyCheckerCutLoop 2024-12-18T03:15:07.2978308Z [ OK ] MemDependency.MemDependencyCheckerCutLoop (1 ms) 2024-12-18T03:15:07.2978832Z [ RUN ] MemDependency.MemDependencyCheckerDynamicShapes 2024-12-18T03:15:07.3003718Z [ OK ] MemDependency.MemDependencyCheckerDynamicShapes (2 ms) 2024-12-18T03:15:07.3004195Z [ RUN ] MemDependency.MemDependencyCheckerMultiDim 2024-12-18T03:15:07.3037333Z [ OK ] MemDependency.MemDependencyCheckerMultiDim (3 ms) 2024-12-18T03:15:07.3037875Z [ RUN ] MemDependency.MemDependencyCheckerComputeAPI 2024-12-18T03:15:07.3047940Z [ OK ] MemDependency.MemDependencyCheckerComputeAPI (1 ms) 2024-12-18T03:15:07.3048470Z [ RUN ] MemDependency.MemDependencyCheckerComputeInline 2024-12-18T03:15:07.3055354Z [ OK ] MemDependency.MemDependencyCheckerComputeInline (0 ms) 2024-12-18T03:15:07.3055850Z [ RUN ] MemDependency.MemDependencyCheckerComputeSplit 2024-12-18T03:15:07.3075911Z [ OK ] MemDependency.MemDependencyCheckerComputeSplit (2 ms) 2024-12-18T03:15:07.3076455Z [ RUN ] MemDependency.MemDependencyCheckerComputeReorder 2024-12-18T03:15:07.3089072Z [ OK ] MemDependency.MemDependencyCheckerComputeReorder (1 ms) 2024-12-18T03:15:07.3089575Z [ RUN ] MemDependency.MemDependencyCheckerComputeReduce 2024-12-18T03:15:07.3099677Z [ OK ] MemDependency.MemDependencyCheckerComputeReduce (1 ms) 2024-12-18T03:15:07.3100166Z [ RUN ] MemDependency.MemDependencyCheckerComputeGEMM 2024-12-18T03:15:07.3251619Z [ OK ] MemDependency.MemDependencyCheckerComputeGEMM (15 ms) 2024-12-18T03:15:07.3252498Z [----------] 31 tests from MemDependency (62 ms total) 2024-12-18T03:15:07.3253108Z 2024-12-18T03:15:07.3253316Z [----------] 2 tests from Ops 2024-12-18T03:15:07.3253661Z [ RUN ] Ops.Sum 2024-12-18T03:15:07.3291201Z [ OK ] Ops.Sum (4 ms) 2024-12-18T03:15:07.3291487Z [ RUN ] Ops.ChannelsLastSum 2024-12-18T03:15:07.4403956Z [ OK ] Ops.ChannelsLastSum (111 ms) 2024-12-18T03:15:07.4404367Z [----------] 2 tests from Ops (115 ms total) 2024-12-18T03:15:07.4404625Z 2024-12-18T03:15:07.4404761Z [----------] 10 tests from Quantization 2024-12-18T03:15:07.4405154Z [ RUN ] Quantization.QuantDequantInt8 2024-12-18T03:15:07.4692924Z [ OK ] Quantization.QuantDequantInt8 (28 ms) 2024-12-18T03:15:07.4693499Z [ RUN ] Quantization.QuantDequantUInt8 2024-12-18T03:15:07.4975262Z [ OK ] Quantization.QuantDequantUInt8 (28 ms) 2024-12-18T03:15:07.4975730Z [ RUN ] Quantization.QuantDequantUInt8_NLC 2024-12-18T03:15:07.5268813Z [ OK ] Quantization.QuantDequantUInt8_NLC (29 ms) 2024-12-18T03:15:07.5269748Z [ RUN ] Quantization.QuantAddDequantInt8 2024-12-18T03:15:07.5600978Z [ OK ] Quantization.QuantAddDequantInt8 (33 ms) 2024-12-18T03:15:07.5601450Z [ RUN ] Quantization.QuantAddDequantUInt8 2024-12-18T03:15:07.5934667Z [ OK ] Quantization.QuantAddDequantUInt8 (33 ms) 2024-12-18T03:15:07.5935147Z [ RUN ] Quantization.QuantSigmoidDequantUInt8 2024-12-18T03:15:07.6331601Z [ OK ] Quantization.QuantSigmoidDequantUInt8 (39 ms) 2024-12-18T03:15:07.6332555Z [ RUN ] Quantization.QuantMulDequantUInt8 2024-12-18T03:15:07.6810786Z [ OK ] Quantization.QuantMulDequantUInt8 (47 ms) 2024-12-18T03:15:07.6811319Z [ RUN ] Quantization.QuantUpsampleNearst2dDequantUInt8 2024-12-18T03:15:07.7381869Z [ OK ] Quantization.QuantUpsampleNearst2dDequantUInt8 (56 ms) 2024-12-18T03:15:07.7382866Z [ RUN ] Quantization.UpsampleNearst2d 2024-12-18T03:15:07.7728562Z [ OK ] Quantization.UpsampleNearst2d (34 ms) 2024-12-18T03:15:07.7729027Z [ RUN ] Quantization.QuantCatDequantUInt8 2024-12-18T03:15:07.8462254Z [ OK ] Quantization.QuantCatDequantUInt8 (73 ms) 2024-12-18T03:15:07.8462730Z [----------] 10 tests from Quantization (405 ms total) 2024-12-18T03:15:07.8463023Z 2024-12-18T03:15:07.8463154Z [----------] 2 tests from BufLiveRange 2024-12-18T03:15:07.8463539Z [ RUN ] BufLiveRange.SingleRangeLine 2024-12-18T03:15:07.8463965Z [ OK ] BufLiveRange.SingleRangeLine (0 ms) 2024-12-18T03:15:07.8464376Z [ RUN ] BufLiveRange.MulRangeLine 2024-12-18T03:15:07.8464769Z [ OK ] BufLiveRange.MulRangeLine (0 ms) 2024-12-18T03:15:07.8465180Z [----------] 2 tests from BufLiveRange (0 ms total) 2024-12-18T03:15:07.8465465Z 2024-12-18T03:15:07.8465599Z [----------] 6 tests from MemPlanning 2024-12-18T03:15:07.8466000Z [ RUN ] MemPlanning.MemReuseWithTypeCast 2024-12-18T03:15:07.9240720Z [ OK ] MemPlanning.MemReuseWithTypeCast (77 ms) 2024-12-18T03:15:07.9241155Z [ RUN ] MemPlanning.NoMemReuseForLargerType 2024-12-18T03:15:08.0179434Z [ OK ] MemPlanning.NoMemReuseForLargerType (93 ms) 2024-12-18T03:15:08.0179919Z [ RUN ] MemPlanning.SameBufSizeMemReuse 2024-12-18T03:15:08.1030204Z [ OK ] MemPlanning.SameBufSizeMemReuse (85 ms) 2024-12-18T03:15:08.1030637Z [ RUN ] MemPlanning.SameBufSizeMultiMemReuses 2024-12-18T03:15:08.1902717Z [ OK ] MemPlanning.SameBufSizeMultiMemReuses (87 ms) 2024-12-18T03:15:08.1903199Z [ RUN ] MemPlanning.SameBufSizeMultiMemReusesOfOneBuf 2024-12-18T03:15:08.2921339Z [ OK ] MemPlanning.SameBufSizeMultiMemReusesOfOneBuf (101 ms) 2024-12-18T03:15:08.2921803Z [ RUN ] MemPlanning.SmallerBufSizeNonMemReuse 2024-12-18T03:15:08.3728132Z [ OK ] MemPlanning.SmallerBufSizeNonMemReuse (80 ms) 2024-12-18T03:15:08.3728566Z [----------] 6 tests from MemPlanning (526 ms total) 2024-12-18T03:15:08.3728826Z 2024-12-18T03:15:08.3728943Z [----------] 45 tests from Reductions 2024-12-18T03:15:08.3729263Z [ RUN ] Reductions.ReduceSum0D_1 2024-12-18T03:15:08.3729602Z [ OK ] Reductions.ReduceSum0D_1 (0 ms) 2024-12-18T03:15:08.3730230Z [ RUN ] Reductions.ReduceSum0D_2 2024-12-18T03:15:08.3730672Z [ OK ] Reductions.ReduceSum0D_2 (0 ms) 2024-12-18T03:15:08.3731075Z [ RUN ] Reductions.ReduceSum1D 2024-12-18T03:15:08.3731404Z [ OK ] Reductions.ReduceSum1D (0 ms) 2024-12-18T03:15:08.3731731Z [ RUN ] Reductions.ReduceSum2D 2024-12-18T03:15:08.3734424Z [ OK ] Reductions.ReduceSum2D (0 ms) 2024-12-18T03:15:08.3734777Z [ RUN ] Reductions.ReduceSum3D 2024-12-18T03:15:08.3764665Z [ OK ] Reductions.ReduceSum3D (3 ms) 2024-12-18T03:15:08.3765006Z [ RUN ] Reductions.ReduceSum10D 2024-12-18T03:15:09.0654282Z [ OK ] Reductions.ReduceSum10D (688 ms) 2024-12-18T03:15:09.0654655Z [ RUN ] Reductions.ReduceProduct 2024-12-18T03:15:09.0656950Z [ OK ] Reductions.ReduceProduct (0 ms) 2024-12-18T03:15:09.0657685Z [ RUN ] Reductions.ReduceMax 2024-12-18T03:15:09.0660678Z [ OK ] Reductions.ReduceMax (0 ms) 2024-12-18T03:15:09.0661404Z [ RUN ] Reductions.ReduceMinCustomInitializer 2024-12-18T03:15:09.0662238Z [ OK ] Reductions.ReduceMinCustomInitializer (0 ms) 2024-12-18T03:15:09.0662986Z [ RUN ] Reductions.ReduceAnyAll 2024-12-18T03:15:09.0683147Z [ OK ] Reductions.ReduceAnyAll (2 ms) 2024-12-18T03:15:09.0683494Z [ RUN ] Reductions.ReduceMatmul2D 2024-12-18T03:15:09.0691960Z [ OK ] Reductions.ReduceMatmul2D (0 ms) 2024-12-18T03:15:09.0692316Z [ RUN ] Reductions.ReduceRfactorLike 2024-12-18T03:15:09.0703203Z [ OK ] Reductions.ReduceRfactorLike (1 ms) 2024-12-18T03:15:09.0703616Z [ RUN ] Reductions.ReduceAsProducer 2024-12-18T03:15:09.0724902Z [ OK ] Reductions.ReduceAsProducer (2 ms) 2024-12-18T03:15:09.0725258Z [ RUN ] Reductions.ReduceAsConsumer 2024-12-18T03:15:09.0758980Z [ OK ] Reductions.ReduceAsConsumer (3 ms) 2024-12-18T03:15:09.0759341Z [ RUN ] Reductions.SplitReduceAxis 2024-12-18T03:15:09.0775984Z [ OK ] Reductions.SplitReduceAxis (1 ms) 2024-12-18T03:15:09.0776354Z [ RUN ] Reductions.SplitNonReduceAxis 2024-12-18T03:15:09.0810315Z [ OK ] Reductions.SplitNonReduceAxis (3 ms) 2024-12-18T03:15:09.0810722Z [ RUN ] Reductions.ReorderedReductionInitializer 2024-12-18T03:15:09.0848299Z [ OK ] Reductions.ReorderedReductionInitializer (3 ms) 2024-12-18T03:15:09.0848704Z [ RUN ] Reductions.ReduceRfactor 2024-12-18T03:15:09.0858809Z [ OK ] Reductions.ReduceRfactor (1 ms) 2024-12-18T03:15:09.0859170Z [ RUN ] Reductions.Reduce3DRfactorInner 2024-12-18T03:15:09.0991269Z [ OK ] Reductions.Reduce3DRfactorInner (13 ms) 2024-12-18T03:15:09.0991682Z [ RUN ] Reductions.Reduce3DRfactorOuter 2024-12-18T03:15:09.1125744Z [ OK ] Reductions.Reduce3DRfactorOuter (13 ms) 2024-12-18T03:15:09.1126152Z [ RUN ] Reductions.ReduceRepeatedInternalRfactor 2024-12-18T03:15:09.2875976Z [ OK ] Reductions.ReduceRepeatedInternalRfactor (174 ms) 2024-12-18T03:15:09.2876392Z [ RUN ] Reductions.ReduceSplitTail 2024-12-18T03:15:09.3284013Z [ OK ] Reductions.ReduceSplitTail (40 ms) 2024-12-18T03:15:09.3284387Z [ RUN ] Reductions.ReduceSplitNoTail 2024-12-18T03:15:09.3753046Z [ OK ] Reductions.ReduceSplitNoTail (46 ms) 2024-12-18T03:15:09.3753421Z [ RUN ] Reductions.ReduceOverSplitTail 2024-12-18T03:15:09.4144252Z [ OK ] Reductions.ReduceOverSplitTail (39 ms) 2024-12-18T03:15:09.4144998Z [ RUN ] Reductions.ReduceSplitMask 2024-12-18T03:15:09.4650986Z [ OK ] Reductions.ReduceSplitMask (50 ms) 2024-12-18T03:15:09.4651357Z [ RUN ] Reductions.ReduceSplitNoMask 2024-12-18T03:15:09.5119148Z [ OK ] Reductions.ReduceSplitNoMask (46 ms) 2024-12-18T03:15:09.5119528Z [ RUN ] Reductions.ReduceOverSplitMask 2024-12-18T03:15:09.5530966Z [ OK ] Reductions.ReduceOverSplitMask (41 ms) 2024-12-18T03:15:09.5531341Z [ RUN ] Reductions.ReduceSplitRfactor 2024-12-18T03:15:09.5571739Z [ OK ] Reductions.ReduceSplitRfactor (4 ms) 2024-12-18T03:15:09.5572120Z [ RUN ] Reductions.ReduceOverSplitRfactor 2024-12-18T03:15:09.5585196Z [ OK ] Reductions.ReduceOverSplitRfactor (1 ms) 2024-12-18T03:15:09.5585765Z [ RUN ] Reductions.ReduceInlineReduction 2024-12-18T03:15:09.5586635Z [ OK ] Reductions.ReduceInlineReduction (0 ms) 2024-12-18T03:15:09.5587114Z [ RUN ] Reductions.ReduceInlineConsumer 2024-12-18T03:15:09.5675995Z [ OK ] Reductions.ReduceInlineConsumer (8 ms) 2024-12-18T03:15:09.5676395Z [ RUN ] Reductions.ReduceInlineReducerInternal 2024-12-18T03:15:09.5767384Z [ OK ] Reductions.ReduceInlineReducerInternal (9 ms) 2024-12-18T03:15:09.5767836Z [ RUN ] Reductions.ReductionCacheAccessesOperatorAxis 2024-12-18T03:15:09.5811857Z [ OK ] Reductions.ReductionCacheAccessesOperatorAxis (4 ms) 2024-12-18T03:15:09.5812352Z [ RUN ] Reductions.ReductionCacheAccessesOuterReduceAxis 2024-12-18T03:15:09.5853659Z [ OK ] Reductions.ReductionCacheAccessesOuterReduceAxis (4 ms) 2024-12-18T03:15:09.5854160Z [ RUN ] Reductions.ReductionCacheAccessesInnerReduceAxis 2024-12-18T03:15:09.5894943Z [ OK ] Reductions.ReductionCacheAccessesInnerReduceAxis (4 ms) 2024-12-18T03:15:09.5895395Z [ RUN ] Reductions.ReductionCacheBodyAccess 2024-12-18T03:15:09.5908149Z [ OK ] Reductions.ReductionCacheBodyAccess (1 ms) 2024-12-18T03:15:09.5908558Z [ RUN ] Reductions.ReductionCacheConsumerAccess 2024-12-18T03:15:09.5924385Z [ OK ] Reductions.ReductionCacheConsumerAccess (1 ms) 2024-12-18T03:15:09.5924829Z [ RUN ] Reductions.ReductionSplitCacheConsumerAccess 2024-12-18T03:15:09.5942315Z [ OK ] Reductions.ReductionSplitCacheConsumerAccess (1 ms) 2024-12-18T03:15:09.5942793Z [ RUN ] Reductions.ReductionReorderCacheConsumerAccess 2024-12-18T03:15:09.5958187Z [ OK ] Reductions.ReductionReorderCacheConsumerAccess (1 ms) 2024-12-18T03:15:09.5958651Z [ RUN ] Reductions.ReductionRfactorCacheTempOuter 2024-12-18T03:15:09.6139672Z [ OK ] Reductions.ReductionRfactorCacheTempOuter (18 ms) 2024-12-18T03:15:09.6140114Z [ RUN ] Reductions.ReductionRfactorCacheTempInner 2024-12-18T03:15:09.6284675Z [ OK ] Reductions.ReductionRfactorCacheTempInner (14 ms) 2024-12-18T03:15:09.6285142Z [ RUN ] Reductions.ReductionVectorize 2024-12-18T03:15:09.6295550Z [ OK ] Reductions.ReductionVectorize (1 ms) 2024-12-18T03:15:09.6295927Z [ RUN ] Reductions.ReductionVectorizeInner 2024-12-18T03:15:09.6296311Z [ OK ] Reductions.ReductionVectorizeInner (0 ms) 2024-12-18T03:15:09.6296695Z [ RUN ] Reductions.ReductionVectorizeRfactor 2024-12-18T03:15:09.6308728Z [ OK ] Reductions.ReductionVectorizeRfactor (1 ms) 2024-12-18T03:15:09.6309097Z [ RUN ] Reductions.InitFunction 2024-12-18T03:15:09.6310217Z [ OK ] Reductions.InitFunction (0 ms) 2024-12-18T03:15:09.6310568Z [----------] 45 tests from Reductions (1258 ms total) 2024-12-18T03:15:09.6310801Z 2024-12-18T03:15:09.6310913Z [----------] 69 tests from Registerizer 2024-12-18T03:15:09.6311247Z [ RUN ] Registerizer.RegisterizerSimple 2024-12-18T03:15:09.6312364Z [ OK ] Registerizer.RegisterizerSimple (0 ms) 2024-12-18T03:15:09.6312737Z [ RUN ] Registerizer.RegisterizerLoop 2024-12-18T03:15:09.6313854Z [ OK ] Registerizer.RegisterizerLoop (0 ms) 2024-12-18T03:15:09.6314249Z [ RUN ] Registerizer.RegisterizerLoopFixedLoad 2024-12-18T03:15:09.6316059Z [ OK ] Registerizer.RegisterizerLoopFixedLoad (0 ms) 2024-12-18T03:15:09.6316476Z [ RUN ] Registerizer.RegisterizerLoopInternal 2024-12-18T03:15:09.6317677Z [ OK ] Registerizer.RegisterizerLoopInternal (0 ms) 2024-12-18T03:15:09.6318124Z [ RUN ] Registerizer.RegisterizerLoopInternalLoadOverlap 2024-12-18T03:15:09.6319673Z [ OK ] Registerizer.RegisterizerLoopInternalLoadOverlap (0 ms) 2024-12-18T03:15:09.6320157Z [ RUN ] Registerizer.RegisterizerLoopInternalRepeated 2024-12-18T03:15:09.6323745Z [ OK ] Registerizer.RegisterizerLoopInternalRepeated (0 ms) 2024-12-18T03:15:09.6324307Z [ RUN ] Registerizer.RegisterizerLoopInternalRepeatedOverlapLoopVar 2024-12-18T03:15:09.6327374Z [ OK ] Registerizer.RegisterizerLoopInternalRepeatedOverlapLoopVar (0 ms) 2024-12-18T03:15:09.6328044Z [ RUN ] Registerizer.RegisterizerLoopInternalRepeatedOverlapOther 2024-12-18T03:15:09.6330654Z [ OK ] Registerizer.RegisterizerLoopInternalRepeatedOverlapOther (0 ms) 2024-12-18T03:15:09.6331157Z [ RUN ] Registerizer.RegisterizerMultiVar 2024-12-18T03:15:09.6333430Z [ OK ] Registerizer.RegisterizerMultiVar (0 ms) 2024-12-18T03:15:09.6333872Z [ RUN ] Registerizer.RegisterizerVariableLoad 2024-12-18T03:15:09.6335578Z [ OK ] Registerizer.RegisterizerVariableLoad (0 ms) 2024-12-18T03:15:09.6336114Z [ RUN ] Registerizer.RegisterizerSymbolicIndices 2024-12-18T03:15:09.6337193Z [ OK ] Registerizer.RegisterizerSymbolicIndices (0 ms) 2024-12-18T03:15:09.6337606Z [ RUN ] Registerizer.RegisterizerMultiLoop 2024-12-18T03:15:09.6339689Z [ OK ] Registerizer.RegisterizerMultiLoop (0 ms) 2024-12-18T03:15:09.6340084Z [ RUN ] Registerizer.RegisterizerRepeated 2024-12-18T03:15:09.6342873Z [ OK ] Registerizer.RegisterizerRepeated (0 ms) 2024-12-18T03:15:09.6343336Z [ RUN ] Registerizer.RegisterizerNoLoads 2024-12-18T03:15:09.6344022Z [ OK ] Registerizer.RegisterizerNoLoads (0 ms) 2024-12-18T03:15:09.6344424Z [ RUN ] Registerizer.RegisterizerNoRepeatedStores 2024-12-18T03:15:09.6346045Z [ OK ] Registerizer.RegisterizerNoRepeatedStores (0 ms) 2024-12-18T03:15:09.6346481Z [ RUN ] Registerizer.RegisterizerMultiVarOverlap 2024-12-18T03:15:09.6349148Z [ OK ] Registerizer.RegisterizerMultiVarOverlap (0 ms) 2024-12-18T03:15:09.6349610Z [ RUN ] Registerizer.RegisterizerAllocs 2024-12-18T03:15:09.6352291Z [ OK ] Registerizer.RegisterizerAllocs (0 ms) 2024-12-18T03:15:09.6352740Z [ RUN ] Registerizer.RegisterizerNoInitializer 2024-12-18T03:15:09.6353449Z [ OK ] Registerizer.RegisterizerNoInitializer (0 ms) 2024-12-18T03:15:09.6353878Z [ RUN ] Registerizer.RegisterizerNoInitializerLoopVar 2024-12-18T03:15:09.6354969Z [ OK ] Registerizer.RegisterizerNoInitializerLoopVar (0 ms) 2024-12-18T03:15:09.6355419Z [ RUN ] Registerizer.RegisterizerLoadThenStore 2024-12-18T03:15:09.6357101Z [ OK ] Registerizer.RegisterizerLoadThenStore (0 ms) 2024-12-18T03:15:09.6357519Z [ RUN ] Registerizer.RegisterizerParallelized 2024-12-18T03:15:09.6358422Z [ OK ] Registerizer.RegisterizerParallelized (0 ms) 2024-12-18T03:15:09.6358832Z [ RUN ] Registerizer.RegisterizerConditionAfter 2024-12-18T03:15:09.6360402Z [ OK ] Registerizer.RegisterizerConditionAfter (0 ms) 2024-12-18T03:15:09.6360890Z [ RUN ] Registerizer.RegisterizerConditionBefore 2024-12-18T03:15:09.6361869Z [ OK ] Registerizer.RegisterizerConditionBefore (0 ms) 2024-12-18T03:15:09.6362301Z [ RUN ] Registerizer.RegisterizerConditionInside 2024-12-18T03:15:09.6364406Z [ OK ] Registerizer.RegisterizerConditionInside (0 ms) 2024-12-18T03:15:09.6364873Z [ RUN ] Registerizer.RegisterizerConditionInsideOverlap1 2024-12-18T03:15:09.6367049Z [ OK ] Registerizer.RegisterizerConditionInsideOverlap1 (0 ms) 2024-12-18T03:15:09.6367620Z [ RUN ] Registerizer.RegisterizerConditionInsideOverlap2 2024-12-18T03:15:09.6370345Z [ OK ] Registerizer.RegisterizerConditionInsideOverlap2 (0 ms) 2024-12-18T03:15:09.6370835Z [ RUN ] Registerizer.RegisterizerConditionHidden 2024-12-18T03:15:09.6371672Z [ OK ] Registerizer.RegisterizerConditionHidden (0 ms) 2024-12-18T03:15:09.6372105Z [ RUN ] Registerizer.RegisterizerConditionUnhidden 2024-12-18T03:15:09.6373998Z [ OK ] Registerizer.RegisterizerConditionUnhidden (0 ms) 2024-12-18T03:15:09.6374438Z [ RUN ] Registerizer.RegisterizerCondCondition 2024-12-18T03:15:09.6376037Z [ OK ] Registerizer.RegisterizerCondCondition (0 ms) 2024-12-18T03:15:09.6376483Z [ RUN ] Registerizer.RegisterizerCondConditionUnhidden 2024-12-18T03:15:09.6377674Z [ OK ] Registerizer.RegisterizerCondConditionUnhidden (0 ms) 2024-12-18T03:15:09.6378231Z [ RUN ] Registerizer.RegisterizerIfThenElseHidden 2024-12-18T03:15:09.6381653Z [ OK ] Registerizer.RegisterizerIfThenElseHidden (0 ms) 2024-12-18T03:15:09.6382137Z [ RUN ] Registerizer.RegisterizerIfThenElseUnhidden 2024-12-18T03:15:09.6385689Z [ OK ] Registerizer.RegisterizerIfThenElseUnhidden (0 ms) 2024-12-18T03:15:09.6386195Z [ RUN ] Registerizer.RegisterizerIfThenElseNested 2024-12-18T03:15:09.6387841Z [ OK ] Registerizer.RegisterizerIfThenElseNested (0 ms) 2024-12-18T03:15:09.6388285Z [ RUN ] Registerizer.RegisterizerIfThenElseInternal 2024-12-18T03:15:09.6390358Z [ OK ] Registerizer.RegisterizerIfThenElseInternal (0 ms) 2024-12-18T03:15:09.6390876Z [ RUN ] Registerizer.RegisterizerIfThenElseCondition 2024-12-18T03:15:09.6391486Z [ OK ] Registerizer.RegisterizerIfThenElseCondition (0 ms) 2024-12-18T03:15:09.6391979Z [ RUN ] Registerizer.RegisterizerIfThenElseConditionUnhidden 2024-12-18T03:15:09.6393926Z [ OK ] Registerizer.RegisterizerIfThenElseConditionUnhidden (0 ms) 2024-12-18T03:15:09.6394502Z [ RUN ] Registerizer.RegisterizerConditionBranchOnly 2024-12-18T03:15:09.6404323Z [ OK ] Registerizer.RegisterizerConditionBranchOnly (1 ms) 2024-12-18T03:15:09.6404767Z [ RUN ] Registerizer.RegisterizerCondIfThenElse 2024-12-18T03:15:09.6406657Z [ OK ] Registerizer.RegisterizerCondIfThenElse (0 ms) 2024-12-18T03:15:09.6407105Z [ RUN ] Registerizer.RegisterizerIfThenElseLoop 2024-12-18T03:15:09.6407908Z [ OK ] Registerizer.RegisterizerIfThenElseLoop (0 ms) 2024-12-18T03:15:09.6408346Z [ RUN ] Registerizer.RegisterizerIfThenElseLoopCut 2024-12-18T03:15:09.6409995Z [ OK ] Registerizer.RegisterizerIfThenElseLoopCut (0 ms) 2024-12-18T03:15:09.6410427Z [ RUN ] Registerizer.RegisterizerPartialAfter 2024-12-18T03:15:09.6412621Z [ OK ] Registerizer.RegisterizerPartialAfter (0 ms) 2024-12-18T03:15:09.6413344Z [ RUN ] Registerizer.RegisterizerPartialBefore 2024-12-18T03:15:09.6415657Z [ OK ] Registerizer.RegisterizerPartialBefore (0 ms) 2024-12-18T03:15:09.6416078Z [ RUN ] Registerizer.RegisterizerPartialInside 2024-12-18T03:15:09.6419166Z [ OK ] Registerizer.RegisterizerPartialInside (0 ms) 2024-12-18T03:15:09.6419596Z [ RUN ] Registerizer.RegisterizerPartialCondition 2024-12-18T03:15:09.6422981Z [ OK ] Registerizer.RegisterizerPartialCondition (0 ms) 2024-12-18T03:15:09.6423467Z [ RUN ] Registerizer.RegisterizerPartialConditionInternalCut 2024-12-18T03:15:09.6424541Z [ OK ] Registerizer.RegisterizerPartialConditionInternalCut (0 ms) 2024-12-18T03:15:09.6425097Z [ RUN ] Registerizer.RegisterizerPartialConditionInternalStart 2024-12-18T03:15:09.6426049Z [ OK ] Registerizer.RegisterizerPartialConditionInternalStart (0 ms) 2024-12-18T03:15:09.6426562Z [ RUN ] Registerizer.RegisterizerPartialOverlapsTwo 2024-12-18T03:15:09.6429116Z [ OK ] Registerizer.RegisterizerPartialOverlapsTwo (0 ms) 2024-12-18T03:15:09.6429554Z [ RUN ] Registerizer.RegisterizerNestedBlocks 2024-12-18T03:15:09.6430653Z [ OK ] Registerizer.RegisterizerNestedBlocks (0 ms) 2024-12-18T03:15:09.6431087Z [ RUN ] Registerizer.RegisterizerNestedConditions 2024-12-18T03:15:09.6432804Z [ OK ] Registerizer.RegisterizerNestedConditions (0 ms) 2024-12-18T03:15:09.6433340Z [ RUN ] Registerizer.RegisterizerNestedConditionsUnhidden 2024-12-18T03:15:09.6434550Z [ OK ] Registerizer.RegisterizerNestedConditionsUnhidden (0 ms) 2024-12-18T03:15:09.6435078Z [ RUN ] Registerizer.RegisterizerNestedConditionsHiddenFirst 2024-12-18T03:15:09.6437439Z [ OK ] Registerizer.RegisterizerNestedConditionsHiddenFirst (0 ms) 2024-12-18T03:15:09.6437988Z [ RUN ] Registerizer.RegisterizerNestedConditionsHiddenSecond 2024-12-18T03:15:09.6440030Z [ OK ] Registerizer.RegisterizerNestedConditionsHiddenSecond (0 ms) 2024-12-18T03:15:09.6440549Z [ RUN ] Registerizer.RegisterizerNestedConditionsCut 2024-12-18T03:15:09.6441419Z [ OK ] Registerizer.RegisterizerNestedConditionsCut (0 ms) 2024-12-18T03:15:09.6442097Z [ RUN ] Registerizer.RegisterizerNestedConditionLoopHidden 2024-12-18T03:15:09.6444313Z [ OK ] Registerizer.RegisterizerNestedConditionLoopHidden (0 ms) 2024-12-18T03:15:09.6444833Z [ RUN ] Registerizer.RegisterizerNestedConditionThreeDeep 2024-12-18T03:15:09.6449751Z [ OK ] Registerizer.RegisterizerNestedConditionThreeDeep (0 ms) 2024-12-18T03:15:09.6450251Z [ RUN ] Registerizer.RegisterizerNestedLoopSimple 2024-12-18T03:15:09.6451090Z [ OK ] Registerizer.RegisterizerNestedLoopSimple (0 ms) 2024-12-18T03:15:09.6451536Z [ RUN ] Registerizer.RegisterizerHiddenAccessYes 2024-12-18T03:15:09.6454344Z [ OK ] Registerizer.RegisterizerHiddenAccessYes (0 ms) 2024-12-18T03:15:09.6454795Z [ RUN ] Registerizer.RegisterizerHiddenAccessNo 2024-12-18T03:15:09.6456855Z [ OK ] Registerizer.RegisterizerHiddenAccessNo (0 ms) 2024-12-18T03:15:09.6457312Z [ RUN ] Registerizer.RegisterizerHiddenAccessMultiLoop 2024-12-18T03:15:09.6460371Z [ OK ] Registerizer.RegisterizerHiddenAccessMultiLoop (0 ms) 2024-12-18T03:15:09.6460854Z [ RUN ] Registerizer.RegisterizerTwoConditionalLoops 2024-12-18T03:15:09.6462849Z [ OK ] Registerizer.RegisterizerTwoConditionalLoops (0 ms) 2024-12-18T03:15:09.6463389Z [ RUN ] Registerizer.RegisterizerTwoConditionalLoopsCut 2024-12-18T03:15:09.6465756Z [ OK ] Registerizer.RegisterizerTwoConditionalLoopsCut (0 ms) 2024-12-18T03:15:09.6466312Z [ RUN ] Registerizer.RegisterizerLoopLetVar 2024-12-18T03:15:09.6466965Z [ OK ] Registerizer.RegisterizerLoopLetVar (0 ms) 2024-12-18T03:15:09.6467377Z [ RUN ] Registerizer.RegisterizerLoopLetVarOuter 2024-12-18T03:15:09.6468435Z [ OK ] Registerizer.RegisterizerLoopLetVarOuter (0 ms) 2024-12-18T03:15:09.6468853Z [ RUN ] Registerizer.RegisterizerMultiDim 2024-12-18T03:15:09.6470388Z [ OK ] Registerizer.RegisterizerMultiDim (0 ms) 2024-12-18T03:15:09.6470846Z [ RUN ] Registerizer.RegisterizerMultiDimPartial 2024-12-18T03:15:09.6472907Z [ OK ] Registerizer.RegisterizerMultiDimPartial (0 ms) 2024-12-18T03:15:09.6473344Z [ RUN ] Registerizer.RegisterizerMultiDimOverlap 2024-12-18T03:15:09.6475309Z [ OK ] Registerizer.RegisterizerMultiDimOverlap (0 ms) 2024-12-18T03:15:09.6475770Z [ RUN ] Registerizer.RegisterizerMultiDimPartialOverlap 2024-12-18T03:15:09.6478052Z [ OK ] Registerizer.RegisterizerMultiDimPartialOverlap (0 ms) 2024-12-18T03:15:09.6478536Z [ RUN ] Registerizer.RegisterizerMultiDim3DReduction1 2024-12-18T03:15:09.6480893Z [ OK ] Registerizer.RegisterizerMultiDim3DReduction1 (0 ms) 2024-12-18T03:15:09.6481369Z [ RUN ] Registerizer.RegisterizerMultiDim3DReduction2 2024-12-18T03:15:09.6484257Z [ OK ] Registerizer.RegisterizerMultiDim3DReduction2 (0 ms) 2024-12-18T03:15:09.6484859Z [----------] 69 tests from Registerizer (17 ms total) 2024-12-18T03:15:09.6485098Z 2024-12-18T03:15:09.6485206Z [----------] 92 tests from Simplify 2024-12-18T03:15:09.6485556Z [ RUN ] Simplify.ConstantFoldSimple 2024-12-18T03:15:09.6486051Z [ OK ] Simplify.ConstantFoldSimple (0 ms) 2024-12-18T03:15:09.6486488Z [ RUN ] Simplify.ConstantFoldTwoLayer 2024-12-18T03:15:09.6486948Z [ OK ] Simplify.ConstantFoldTwoLayer (0 ms) 2024-12-18T03:15:09.6487425Z [ RUN ] Simplify.ConstantFoldShifts 2024-12-18T03:15:09.6487897Z [ OK ] Simplify.ConstantFoldShifts (0 ms) 2024-12-18T03:15:09.6488373Z [ RUN ] Simplify.ConstantFoldBitwise 2024-12-18T03:15:09.6488784Z [ OK ] Simplify.ConstantFoldBitwise (0 ms) 2024-12-18T03:15:09.6489275Z [ RUN ] Simplify.ConstantFoldMultiOp 2024-12-18T03:15:09.6489762Z [ OK ] Simplify.ConstantFoldMultiOp (0 ms) 2024-12-18T03:15:09.6490205Z [ RUN ] Simplify.ConstantFoldMinMax 2024-12-18T03:15:09.6490552Z [ OK ] Simplify.ConstantFoldMinMax (0 ms) 2024-12-18T03:15:09.6490913Z [ RUN ] Simplify.ConstantFoldIntrinsics 2024-12-18T03:15:09.6491423Z [ OK ] Simplify.ConstantFoldIntrinsics (0 ms) 2024-12-18T03:15:09.6492015Z [ RUN ] Simplify.ConstantFoldCastToBool 2024-12-18T03:15:09.6492430Z [ OK ] Simplify.ConstantFoldCastToBool (0 ms) 2024-12-18T03:15:09.6492854Z [ RUN ] Simplify.ConstantFoldWithVar 2024-12-18T03:15:09.6493345Z [ OK ] Simplify.ConstantFoldWithVar (0 ms) 2024-12-18T03:15:09.6493855Z [ RUN ] Simplify.ConditionalSelectFoldSimple 2024-12-18T03:15:09.6494299Z [ OK ] Simplify.ConditionalSelectFoldSimple (0 ms) 2024-12-18T03:15:09.6494770Z [ RUN ] Simplify.ConditionalSelectFoldTwoLayer 2024-12-18T03:15:09.6495193Z [ OK ] Simplify.ConditionalSelectFoldTwoLayer (0 ms) 2024-12-18T03:15:09.6495774Z [ RUN ] Simplify.ConditionalSelectFoldWithVar 2024-12-18T03:15:09.6496331Z [ OK ] Simplify.ConditionalSelectFoldWithVar (0 ms) 2024-12-18T03:15:09.6496830Z [ RUN ] Simplify.UnFoldableExpr 2024-12-18T03:15:09.6497279Z [ OK ] Simplify.UnFoldableExpr (0 ms) 2024-12-18T03:15:09.6497720Z [ RUN ] Simplify.HashSimple 2024-12-18T03:15:09.6498103Z [ OK ] Simplify.HashSimple (0 ms) 2024-12-18T03:15:09.6498436Z [ RUN ] Simplify.HashEquivalence 2024-12-18T03:15:09.6498880Z [ OK ] Simplify.HashEquivalence (0 ms) 2024-12-18T03:15:09.6499331Z [ RUN ] Simplify.HashEquivalenceRand 2024-12-18T03:15:09.6499784Z [ OK ] Simplify.HashEquivalenceRand (0 ms) 2024-12-18T03:15:09.6500302Z [ RUN ] Simplify.HashEquivalenceAfterFolding 2024-12-18T03:15:09.6500829Z [ OK ] Simplify.HashEquivalenceAfterFolding (0 ms) 2024-12-18T03:15:09.6501210Z [ RUN ] Simplify.HashDifferenceTypes 2024-12-18T03:15:09.6501555Z [ OK ] Simplify.HashDifferenceTypes (0 ms) 2024-12-18T03:15:09.6501919Z [ RUN ] Simplify.HashLargeExpression 2024-12-18T03:15:09.6502269Z [ OK ] Simplify.HashLargeExpression (0 ms) 2024-12-18T03:15:09.6502620Z [ RUN ] Simplify.HashForLoopOptions 2024-12-18T03:15:09.6502969Z [ OK ] Simplify.HashForLoopOptions (0 ms) 2024-12-18T03:15:09.6503329Z [ RUN ] Simplify.SimplifyAdd 2024-12-18T03:15:09.6503767Z [ OK ] Simplify.SimplifyAdd (0 ms) 2024-12-18T03:15:09.6504197Z [ RUN ] Simplify.SimplifySub 2024-12-18T03:15:09.6504582Z [ OK ] Simplify.SimplifySub (0 ms) 2024-12-18T03:15:09.6504913Z [ RUN ] Simplify.SimplifyMultiLayer 2024-12-18T03:15:09.6505252Z [ OK ] Simplify.SimplifyMultiLayer (0 ms) 2024-12-18T03:15:09.6505598Z [ RUN ] Simplify.SimplifyMultiTerm 2024-12-18T03:15:09.6505939Z [ OK ] Simplify.SimplifyMultiTerm (0 ms) 2024-12-18T03:15:09.6506274Z [ RUN ] Simplify.SimplifyCasts 2024-12-18T03:15:09.6506593Z [ OK ] Simplify.SimplifyCasts (0 ms) 2024-12-18T03:15:09.6506958Z [ RUN ] Simplify.SimplifyEliminatesNoOps 2024-12-18T03:15:09.6507475Z [ OK ] Simplify.SimplifyEliminatesNoOps (0 ms) 2024-12-18T03:15:09.6507960Z [ RUN ] Simplify.SimplifyMultiVar 2024-12-18T03:15:09.6508298Z [ OK ] Simplify.SimplifyMultiVar (0 ms) 2024-12-18T03:15:09.6508667Z [ DISABLED ] Simplify.DISABLED_SimplifyReorderings 2024-12-18T03:15:09.6509046Z [ RUN ] Simplify.SimplifyEliminatesVar 2024-12-18T03:15:09.6509406Z [ OK ] Simplify.SimplifyEliminatesVar (0 ms) 2024-12-18T03:15:09.6509757Z [ RUN ] Simplify.SimplifyAdds 2024-12-18T03:15:09.6510073Z [ OK ] Simplify.SimplifyAdds (0 ms) 2024-12-18T03:15:09.6510401Z [ RUN ] Simplify.SimplifyMuls 2024-12-18T03:15:09.6510711Z [ OK ] Simplify.SimplifyMuls (0 ms) 2024-12-18T03:15:09.6511025Z [ RUN ] Simplify.SimplifySubs 2024-12-18T03:15:09.6513529Z [ OK ] Simplify.SimplifySubs (0 ms) 2024-12-18T03:15:09.6513975Z [ RUN ] Simplify.SimplifyDiv 2024-12-18T03:15:09.6514402Z [ OK ] Simplify.SimplifyDiv (0 ms) 2024-12-18T03:15:09.6514826Z [ RUN ] Simplify.SimplifyDivWithLoopContext0 2024-12-18T03:15:09.6515372Z [ OK ] Simplify.SimplifyDivWithLoopContext0 (0 ms) 2024-12-18T03:15:09.6515896Z [ RUN ] Simplify.SimplifyDivWithLoopContext1 2024-12-18T03:15:09.6517080Z [ OK ] Simplify.SimplifyDivWithLoopContext1 (0 ms) 2024-12-18T03:15:09.6517750Z [ RUN ] Simplify.SimplifyDivWithLoopContext2 2024-12-18T03:15:09.6519485Z [ OK ] Simplify.SimplifyDivWithLoopContext2 (0 ms) 2024-12-18T03:15:09.6520105Z [ RUN ] Simplify.SimplifyDivWithLoopContext3 2024-12-18T03:15:09.6520540Z [ OK ] Simplify.SimplifyDivWithLoopContext3 (0 ms) 2024-12-18T03:15:09.6520940Z [ RUN ] Simplify.SimplifyDivWithLoopContext4 2024-12-18T03:15:09.6522506Z [ OK ] Simplify.SimplifyDivWithLoopContext4 (0 ms) 2024-12-18T03:15:09.6523139Z [ RUN ] Simplify.SimplifyDivWithLoopContext5 2024-12-18T03:15:09.6525577Z [ OK ] Simplify.SimplifyDivWithLoopContext5 (0 ms) 2024-12-18T03:15:09.6526253Z [ RUN ] Simplify.SimplifyDivWithLoopContext6 2024-12-18T03:15:09.6528503Z [ OK ] Simplify.SimplifyDivWithLoopContext6 (0 ms) 2024-12-18T03:15:09.6529044Z [ RUN ] Simplify.SimplifyDivWithLoopContext7 2024-12-18T03:15:09.6529592Z [ OK ] Simplify.SimplifyDivWithLoopContext7 (0 ms) 2024-12-18T03:15:09.6530112Z [ RUN ] Simplify.SimplifyModWithLoopContext0 2024-12-18T03:15:09.6530932Z [ OK ] Simplify.SimplifyModWithLoopContext0 (0 ms) 2024-12-18T03:15:09.6531492Z [ RUN ] Simplify.SimplifyModWithLoopContext1 2024-12-18T03:15:09.6532489Z [ OK ] Simplify.SimplifyModWithLoopContext1 (0 ms) 2024-12-18T03:15:09.6533028Z [ RUN ] Simplify.SimplifyModWithLoopContext2 2024-12-18T03:15:09.6534743Z [ OK ] Simplify.SimplifyModWithLoopContext2 (0 ms) 2024-12-18T03:15:09.6535288Z [ RUN ] Simplify.SimplifyModWithLoopContext3 2024-12-18T03:15:09.6535771Z [ OK ] Simplify.SimplifyModWithLoopContext3 (0 ms) 2024-12-18T03:15:09.6536171Z [ RUN ] Simplify.SimplifyModWithLoopContext4 2024-12-18T03:15:09.6538006Z [ OK ] Simplify.SimplifyModWithLoopContext4 (0 ms) 2024-12-18T03:15:09.6538549Z [ RUN ] Simplify.SimplifyModWithLoopContext5 2024-12-18T03:15:09.6540598Z [ OK ] Simplify.SimplifyModWithLoopContext5 (0 ms) 2024-12-18T03:15:09.6541149Z [ RUN ] Simplify.SimplifyModWithLoopContext6 2024-12-18T03:15:09.6543618Z [ OK ] Simplify.SimplifyModWithLoopContext6 (0 ms) 2024-12-18T03:15:09.6544169Z [ RUN ] Simplify.SimplifyModWithLoopContext7 2024-12-18T03:15:09.6544714Z [ OK ] Simplify.SimplifyModWithLoopContext7 (0 ms) 2024-12-18T03:15:09.6545211Z [ RUN ] Simplify.SimplifyMod 2024-12-18T03:15:09.6546926Z [ OK ] Simplify.SimplifyMod (0 ms) 2024-12-18T03:15:09.6547387Z [ RUN ] Simplify.SimplifyMultiOp 2024-12-18T03:15:09.6548957Z [ OK ] Simplify.SimplifyMultiOp (0 ms) 2024-12-18T03:15:09.6549424Z [ RUN ] Simplify.SimplifyManyOps 2024-12-18T03:15:09.6551901Z [ OK ] Simplify.SimplifyManyOps (0 ms) 2024-12-18T03:15:09.6552400Z [ RUN ] Simplify.SimplifyFactorization 2024-12-18T03:15:09.6556117Z [ OK ] Simplify.SimplifyFactorization (0 ms) 2024-12-18T03:15:09.6556646Z [ RUN ] Simplify.SimplifyFactorizeUneven 2024-12-18T03:15:09.6557162Z [ OK ] Simplify.SimplifyFactorizeUneven (0 ms) 2024-12-18T03:15:09.6557663Z [ RUN ] Simplify.SimplifyDeeperTerms 2024-12-18T03:15:09.6558173Z [ OK ] Simplify.SimplifyDeeperTerms (0 ms) 2024-12-18T03:15:09.6558677Z [ RUN ] Simplify.SimplifyDeeperDifference 2024-12-18T03:15:09.6559402Z [ OK ] Simplify.SimplifyDeeperDifference (0 ms) 2024-12-18T03:15:09.6559959Z [ RUN ] Simplify.SimplifyFoldComplexDifference 2024-12-18T03:15:09.6560529Z [ OK ] Simplify.SimplifyFoldComplexDifference (0 ms) 2024-12-18T03:15:09.6561054Z [ RUN ] Simplify.SimplifyIfComponents 2024-12-18T03:15:09.6561546Z [ OK ] Simplify.SimplifyIfComponents (0 ms) 2024-12-18T03:15:09.6562049Z [ RUN ] Simplify.SimplifyOpaqueTerms 2024-12-18T03:15:09.6562535Z [ OK ] Simplify.SimplifyOpaqueTerms (0 ms) 2024-12-18T03:15:09.6563077Z [ RUN ] Simplify.SimplifySymbolicMinMax 2024-12-18T03:15:09.6563518Z [ OK ] Simplify.SimplifySymbolicMinMax (0 ms) 2024-12-18T03:15:09.6564020Z [ RUN ] Simplify.SimplifyNestedMax 2024-12-18T03:15:09.6575667Z [ OK ] Simplify.SimplifyNestedMax (1 ms) 2024-12-18T03:15:09.6576246Z [ RUN ] Simplify.SimplifyNestedMin 2024-12-18T03:15:09.6587562Z [ OK ] Simplify.SimplifyNestedMin (1 ms) 2024-12-18T03:15:09.6588116Z [ RUN ] Simplify.SimplifyWontReorderFloat 2024-12-18T03:15:09.6589089Z [ OK ] Simplify.SimplifyWontReorderFloat (0 ms) 2024-12-18T03:15:09.6589604Z [ RUN ] Simplify.SimplifyRoundModPattern 2024-12-18T03:15:09.6596555Z [ OK ] Simplify.SimplifyRoundModPattern (0 ms) 2024-12-18T03:15:09.6597133Z [ RUN ] Simplify.SimplifyRoundModPatternFactorization 2024-12-18T03:15:09.6600396Z [ OK ] Simplify.SimplifyRoundModPatternFactorization (0 ms) 2024-12-18T03:15:09.6601093Z [ RUN ] Simplify.SimplifyRoundModPatternMultivar 2024-12-18T03:15:09.6604374Z [ OK ] Simplify.SimplifyRoundModPatternMultivar (0 ms) 2024-12-18T03:15:09.6604937Z [ RUN ] Simplify.SimplifyModRoundModPattern 2024-12-18T03:15:09.6608985Z [ OK ] Simplify.SimplifyModRoundModPattern (0 ms) 2024-12-18T03:15:09.6609598Z [ RUN ] Simplify.SimplifyModRoundModPatternFactorization 2024-12-18T03:15:09.6617036Z [ OK ] Simplify.SimplifyModRoundModPatternFactorization (0 ms) 2024-12-18T03:15:09.6617701Z [ RUN ] Simplify.SimplifyModRoundModPatternMultivar 2024-12-18T03:15:09.6630297Z [ OK ] Simplify.SimplifyModRoundModPatternMultivar (1 ms) 2024-12-18T03:15:09.6630930Z [ RUN ] Simplify.SimplifyDivisionScalarFactorization 2024-12-18T03:15:09.6631541Z [ OK ] Simplify.SimplifyDivisionScalarFactorization (0 ms) 2024-12-18T03:15:09.6632135Z [ RUN ] Simplify.SimplifyConstantBranches 2024-12-18T03:15:09.6632639Z [ OK ] Simplify.SimplifyConstantBranches (0 ms) 2024-12-18T03:15:09.6633022Z [ RUN ] Simplify.SimplifyConstantCond 2024-12-18T03:15:09.6633570Z [ OK ] Simplify.SimplifyConstantCond (0 ms) 2024-12-18T03:15:09.6634106Z [ RUN ] Simplify.SimplifyEliminateEmptyCond 2024-12-18T03:15:09.6634591Z [ OK ] Simplify.SimplifyEliminateEmptyCond (0 ms) 2024-12-18T03:15:09.6634985Z [ RUN ] Simplify.SimplifyConstantComparisons 2024-12-18T03:15:09.6638487Z [ OK ] Simplify.SimplifyConstantComparisons (0 ms) 2024-12-18T03:15:09.6639041Z [ RUN ] Simplify.SimplifySymbolicComparisons 2024-12-18T03:15:09.6645181Z [ OK ] Simplify.SimplifySymbolicComparisons (0 ms) 2024-12-18T03:15:09.6645746Z [ RUN ] Simplify.SimplifyEliminateZeroLengthFor 2024-12-18T03:15:09.6646269Z [ OK ] Simplify.SimplifyEliminateZeroLengthFor (0 ms) 2024-12-18T03:15:09.6646663Z [ RUN ] Simplify.SimplifyOneLoopFor 2024-12-18T03:15:09.6647382Z [ OK ] Simplify.SimplifyOneLoopFor (0 ms) 2024-12-18T03:15:09.6656625Z [ RUN ] Simplify.SimplifyForWontLoseLoopOptions 2024-12-18T03:15:09.6657232Z [ OK ] Simplify.SimplifyForWontLoseLoopOptions (0 ms) 2024-12-18T03:15:09.6657735Z [ RUN ] Simplify.SimplifyMultilevelFor 2024-12-18T03:15:09.6658234Z [ OK ] Simplify.SimplifyMultilevelFor (0 ms) 2024-12-18T03:15:09.6658720Z [ RUN ] Simplify.SimplifyForCleansUp 2024-12-18T03:15:09.6659133Z [ OK ] Simplify.SimplifyForCleansUp (0 ms) 2024-12-18T03:15:09.6659509Z [ RUN ] Simplify.SimplifyEliminateEmptyFor 2024-12-18T03:15:09.6659897Z [ OK ] Simplify.SimplifyEliminateEmptyFor (0 ms) 2024-12-18T03:15:09.6660262Z [ RUN ] Simplify.SimplifyFlattenBlock 2024-12-18T03:15:09.6660621Z [ OK ] Simplify.SimplifyFlattenBlock (0 ms) 2024-12-18T03:15:09.6661008Z [ RUN ] Simplify.SimplifyEliminateZeroLengthAlloc 2024-12-18T03:15:09.6661434Z [ OK ] Simplify.SimplifyEliminateZeroLengthAlloc (0 ms) 2024-12-18T03:15:09.6661821Z [ RUN ] Simplify.DontSimplifyRand 2024-12-18T03:15:09.6662152Z [ OK ] Simplify.DontSimplifyRand (0 ms) 2024-12-18T03:15:09.6662500Z [ RUN ] Simplify.SimplifyReorderForCond 2024-12-18T03:15:09.6662860Z [ OK ] Simplify.SimplifyReorderForCond (0 ms) 2024-12-18T03:15:09.6663225Z [ RUN ] Simplify.SimplifyFuseConditions 2024-12-18T03:15:09.6663996Z [ OK ] Simplify.SimplifyFuseConditions (0 ms) 2024-12-18T03:15:09.6664664Z [ RUN ] Simplify.SimplifySyncThreads 2024-12-18T03:15:09.6665185Z [ OK ] Simplify.SimplifySyncThreads (0 ms) 2024-12-18T03:15:09.6665767Z [ RUN ] Simplify.SimplifyRampSubBroadcast 2024-12-18T03:15:09.6666288Z [ OK ] Simplify.SimplifyRampSubBroadcast (0 ms) 2024-12-18T03:15:09.6666760Z [ RUN ] Simplify.SimplifyBroadcastTermExpander 2024-12-18T03:15:09.6667181Z [ OK ] Simplify.SimplifyBroadcastTermExpander (0 ms) 2024-12-18T03:15:09.6667580Z [ RUN ] Simplify.CompareSelectLoopBounds 2024-12-18T03:15:09.6747887Z [ OK ] Simplify.CompareSelectLoopBounds (8 ms) 2024-12-18T03:15:09.6748589Z [ RUN ] Simplify.CompareSelectCondAlwaysInLoopBounds 2024-12-18T03:15:09.6749161Z [ OK ] Simplify.CompareSelectCondAlwaysInLoopBounds (0 ms) 2024-12-18T03:15:09.6749594Z [ RUN ] Simplify.IfThenCondAlwaysInLoopBounds 2024-12-18T03:15:09.6750100Z [ OK ] Simplify.IfThenCondAlwaysInLoopBounds (0 ms) 2024-12-18T03:15:09.6750678Z [ RUN ] Simplify.MultiClauseCondAlwaysInLoopBounds 2024-12-18T03:15:09.6751906Z [ OK ] Simplify.MultiClauseCondAlwaysInLoopBounds (0 ms) 2024-12-18T03:15:09.6752487Z [ DISABLED ] Simplify.DISABLED_SimplifyLoopBounds 2024-12-18T03:15:09.6752924Z [----------] 92 tests from Simplify (26 ms total) 2024-12-18T03:15:09.6753151Z 2024-12-18T03:15:09.6753265Z [----------] 12 tests from TEFuserPass 2024-12-18T03:15:09.6753577Z [ RUN ] TEFuserPass.FuserPass_1 2024-12-18T03:15:09.6758454Z [ OK ] TEFuserPass.FuserPass_1 (0 ms) 2024-12-18T03:15:09.6758907Z [ RUN ] TEFuserPass.FuserPass_2 2024-12-18T03:15:09.6761871Z [ OK ] TEFuserPass.FuserPass_2 (0 ms) 2024-12-18T03:15:09.6762339Z [ RUN ] TEFuserPass.FuserPass_3 2024-12-18T03:15:09.6764913Z [ OK ] TEFuserPass.FuserPass_3 (0 ms) 2024-12-18T03:15:09.6765403Z [ RUN ] TEFuserPass.FuserPass_0DimInput 2024-12-18T03:15:09.6767423Z [ OK ] TEFuserPass.FuserPass_0DimInput (0 ms) 2024-12-18T03:15:09.6767950Z [ RUN ] TEFuserPass.FuserPass_UnfusibleDevice 2024-12-18T03:15:09.6768488Z [ OK ] TEFuserPass.FuserPass_UnfusibleDevice (0 ms) 2024-12-18T03:15:09.6768991Z [ RUN ] TEFuserPass.FuserPass_UnknownShapes 2024-12-18T03:15:09.6769530Z [ OK ] TEFuserPass.FuserPass_UnknownShapes (0 ms) 2024-12-18T03:15:09.6770048Z [ RUN ] TEFuserPass.FuserPass_Multidevice 2024-12-18T03:15:09.6777315Z [ OK ] TEFuserPass.FuserPass_Multidevice (0 ms) 2024-12-18T03:15:09.6777830Z [ RUN ] TEFuserPass.FuserPass_MergeGroups 2024-12-18T03:15:09.6780193Z [ OK ] TEFuserPass.FuserPass_MergeGroups (0 ms) 2024-12-18T03:15:09.6780767Z [ RUN ] TEFuserPass.FuserPass_IgnoreUnknownShapeAtStart 2024-12-18T03:15:09.6781415Z [ OK ] TEFuserPass.FuserPass_IgnoreUnknownShapeAtStart (0 ms) 2024-12-18T03:15:09.6781971Z [ RUN ] TEFuserPass.FuserPass_Where 2024-12-18T03:15:09.6784664Z [ OK ] TEFuserPass.FuserPass_Where (0 ms) 2024-12-18T03:15:09.6785157Z [ RUN ] TEFuserPass.FuserPass_WhereList 2024-12-18T03:15:09.6785838Z [ OK ] TEFuserPass.FuserPass_WhereList (0 ms) 2024-12-18T03:15:09.6786349Z [ RUN ] TEFuserPass.DynamicShapeFusion 2024-12-18T03:15:09.9235072Z [ OK ] TEFuserPass.DynamicShapeFusion (244 ms) 2024-12-18T03:15:09.9235629Z [----------] 12 tests from TEFuserPass (248 ms total) 2024-12-18T03:15:09.9235946Z 2024-12-18T03:15:09.9236096Z [----------] 3 tests from Type 2024-12-18T03:15:09.9236398Z [ RUN ] Type.Test01 2024-12-18T03:15:09.9236655Z [ OK ] Type.Test01 (0 ms) 2024-12-18T03:15:09.9236931Z [ RUN ] Type.BitCasting 2024-12-18T03:15:09.9237209Z [ OK ] Type.BitCasting (0 ms) 2024-12-18T03:15:09.9237511Z [ RUN ] Type.Propagation 2024-12-18T03:15:09.9237806Z [ OK ] Type.Propagation (0 ms) 2024-12-18T03:15:09.9238115Z [----------] 3 tests from Type (0 ms total) 2024-12-18T03:15:09.9238327Z 2024-12-18T03:15:09.9238478Z [----------] 1 test from SpecializationsInCustomPasses 2024-12-18T03:15:09.9238869Z [ RUN ] SpecializationsInCustomPasses.Basic 2024-12-18T03:15:09.9249367Z [ OK ] SpecializationsInCustomPasses.Basic (1 ms) 2024-12-18T03:15:09.9250138Z [----------] 1 test from SpecializationsInCustomPasses (1 ms total) 2024-12-18T03:15:09.9250504Z 2024-12-18T03:15:09.9250615Z [----------] 26 tests from Cuda 2024-12-18T03:15:09.9250888Z [ RUN ] Cuda.Sigmoid_CUDA 2024-12-18T03:15:10.1685099Z [ OK ] Cuda.Sigmoid_CUDA (243 ms) 2024-12-18T03:15:10.1685968Z [ RUN ] Cuda.TestVectorAdd01_CUDA 2024-12-18T03:15:12.0384832Z [ OK ] Cuda.TestVectorAdd01_CUDA (1869 ms) 2024-12-18T03:15:12.0385201Z [ RUN ] Cuda.TestVectorAdd02_CUDA 2024-12-18T03:15:12.5017902Z [ OK ] Cuda.TestVectorAdd02_CUDA (463 ms) 2024-12-18T03:15:12.5018382Z [ RUN ] Cuda.HalfCast_CUDA 2024-12-18T03:15:12.7361811Z [ OK ] Cuda.HalfCast_CUDA (234 ms) 2024-12-18T03:15:12.7362155Z [ RUN ] Cuda.DynamicShape2D_CUDA 2024-12-18T03:15:13.4803774Z [ OK ] Cuda.DynamicShape2D_CUDA (744 ms) 2024-12-18T03:15:13.4804128Z [ RUN ] Cuda.TestRand01_CUDA 2024-12-18T03:15:13.7267818Z [ OK ] Cuda.TestRand01_CUDA (246 ms) 2024-12-18T03:15:13.7268153Z [ RUN ] Cuda.DynamicShapeSplit_CUDA 2024-12-18T03:15:13.9610183Z [ OK ] Cuda.DynamicShapeSplit_CUDA (234 ms) 2024-12-18T03:15:13.9610587Z [ RUN ] Cuda.OneBlockOneThreadGlobalReduce1_CUDA 2024-12-18T03:15:14.2012137Z [ OK ] Cuda.OneBlockOneThreadGlobalReduce1_CUDA (240 ms) 2024-12-18T03:15:14.2012589Z [ RUN ] Cuda.OneBlockMultiThreadGlobalReduce1_CUDA 2024-12-18T03:15:14.4321432Z [ OK ] Cuda.OneBlockMultiThreadGlobalReduce1_CUDA (230 ms) 2024-12-18T03:15:14.4322241Z [ RUN ] Cuda.NoThreadIdxWrite_1_CUDA 2024-12-18T03:15:14.6662953Z [ OK ] Cuda.NoThreadIdxWrite_1_CUDA (234 ms) 2024-12-18T03:15:14.6663315Z [ RUN ] Cuda.SharedMemReduce_1_CUDA 2024-12-18T03:15:14.9138025Z [ OK ] Cuda.SharedMemReduce_1_CUDA (247 ms) 2024-12-18T03:15:14.9138516Z [ RUN ] Cuda.LocalMemReduce_1_CUDA 2024-12-18T03:15:15.1617766Z [ OK ] Cuda.LocalMemReduce_1_CUDA (247 ms) 2024-12-18T03:15:15.1618483Z [ RUN ] Cuda.HalfSupport_CUDA 2024-12-18T03:15:15.3973966Z [ OK ] Cuda.HalfSupport_CUDA (235 ms) 2024-12-18T03:15:15.3974327Z [ RUN ] Cuda.HalfPropagation_CUDA 2024-12-18T03:15:15.6326315Z [ OK ] Cuda.HalfPropagation_CUDA (235 ms) 2024-12-18T03:15:15.6326683Z [ RUN ] Cuda.UnusedHalfArgument_CUDA 2024-12-18T03:15:15.8669851Z [ OK ] Cuda.UnusedHalfArgument_CUDA (234 ms) 2024-12-18T03:15:15.8670226Z [ RUN ] Cuda.PrioritizeDependents_CUDA 2024-12-18T03:15:16.0988985Z [ OK ] Cuda.PrioritizeDependents_CUDA (231 ms) 2024-12-18T03:15:16.0989340Z [ RUN ] Cuda.MaskBlockDim_CUDA 2024-12-18T03:15:16.3302240Z [ OK ] Cuda.MaskBlockDim_CUDA (231 ms) 2024-12-18T03:15:16.3302716Z [ RUN ] Cuda.MaskThreadDim_CUDA 2024-12-18T03:15:16.5638086Z [ OK ] Cuda.MaskThreadDim_CUDA (233 ms) 2024-12-18T03:15:16.5638565Z [ RUN ] Cuda.MaskMultiBlockDim_CUDA 2024-12-18T03:15:16.7966212Z [ OK ] Cuda.MaskMultiBlockDim_CUDA (232 ms) 2024-12-18T03:15:16.7967159Z [ RUN ] Cuda.MaskBlockAndThreadDim_CUDA 2024-12-18T03:15:17.0292151Z [ OK ] Cuda.MaskBlockAndThreadDim_CUDA (232 ms) 2024-12-18T03:15:17.0292520Z [ RUN ] Cuda.MaskMultiDim_CUDA 2024-12-18T03:15:17.2638070Z [ OK ] Cuda.MaskMultiDim_CUDA (234 ms) 2024-12-18T03:15:17.2638417Z [ RUN ] Cuda.MaskMultiDimSymbolic_CUDA 2024-12-18T03:15:17.5026635Z [ OK ] Cuda.MaskMultiDimSymbolic_CUDA (238 ms) 2024-12-18T03:15:17.5027022Z [ RUN ] Cuda.MaskCompoundInnerLoop_CUDA 2024-12-18T03:15:17.7389260Z [ OK ] Cuda.MaskCompoundInnerLoop_CUDA (236 ms) 2024-12-18T03:15:17.7389943Z [ RUN ] Cuda.MaskInnerLoopOneBlock_CUDA 2024-12-18T03:15:17.9874035Z [ OK ] Cuda.MaskInnerLoopOneBlock_CUDA (248 ms) 2024-12-18T03:15:17.9874420Z [ RUN ] Cuda.MaskMultiDimMultiAxis_CUDA 2024-12-18T03:15:18.2224462Z [ OK ] Cuda.MaskMultiDimMultiAxis_CUDA (234 ms) 2024-12-18T03:15:18.2224866Z [ RUN ] Cuda.MaskMultiDimMultiLevel_CUDA 2024-12-18T03:15:18.4566581Z [ OK ] Cuda.MaskMultiDimMultiLevel_CUDA (234 ms) 2024-12-18T03:15:18.4567568Z [----------] 26 tests from Cuda (8531 ms total) 2024-12-18T03:15:18.4568142Z 2024-12-18T03:15:18.4568462Z [----------] 150 tests from LLVM 2024-12-18T03:15:18.4569021Z [ RUN ] LLVM.ByteImmTest 2024-12-18T03:15:18.4760523Z [ OK ] LLVM.ByteImmTest (19 ms) 2024-12-18T03:15:18.4760848Z [ RUN ] LLVM.CharImmTest 2024-12-18T03:15:18.4945020Z [ OK ] LLVM.CharImmTest (18 ms) 2024-12-18T03:15:18.4945341Z [ RUN ] LLVM.ShortImmTest 2024-12-18T03:15:18.5131570Z [ OK ] LLVM.ShortImmTest (18 ms) 2024-12-18T03:15:18.5131892Z [ RUN ] LLVM.IntImmTest 2024-12-18T03:15:18.5320751Z [ OK ] LLVM.IntImmTest (18 ms) 2024-12-18T03:15:18.5321373Z [ RUN ] LLVM.LongImmTest 2024-12-18T03:15:18.5507595Z [ OK ] LLVM.LongImmTest (18 ms) 2024-12-18T03:15:18.5507906Z [ RUN ] LLVM.FloatImmTest 2024-12-18T03:15:18.5695485Z [ OK ] LLVM.FloatImmTest (18 ms) 2024-12-18T03:15:18.5695811Z [ RUN ] LLVM.DoubleImmTest 2024-12-18T03:15:18.5879045Z [ OK ] LLVM.DoubleImmTest (18 ms) 2024-12-18T03:15:18.5879673Z [ RUN ] LLVM.HalfImmTest 2024-12-18T03:15:18.6062903Z [ OK ] LLVM.HalfImmTest (18 ms) 2024-12-18T03:15:18.6063215Z [ RUN ] LLVM.ByteAddTest 2024-12-18T03:15:18.6247309Z [ OK ] LLVM.ByteAddTest (18 ms) 2024-12-18T03:15:18.6247728Z [ RUN ] LLVM.CharAddTest 2024-12-18T03:15:18.6435138Z [ OK ] LLVM.CharAddTest (18 ms) 2024-12-18T03:15:18.6435456Z [ RUN ] LLVM.ShortAddTest 2024-12-18T03:15:18.6618213Z [ OK ] LLVM.ShortAddTest (18 ms) 2024-12-18T03:15:18.6618526Z [ RUN ] LLVM.IntAddTest 2024-12-18T03:15:18.6806858Z [ OK ] LLVM.IntAddTest (18 ms) 2024-12-18T03:15:18.6807175Z [ RUN ] LLVM.LongAddTest 2024-12-18T03:15:18.6996597Z [ OK ] LLVM.LongAddTest (18 ms) 2024-12-18T03:15:18.6997215Z [ RUN ] LLVM.FloatAddTest 2024-12-18T03:15:18.7183956Z [ OK ] LLVM.FloatAddTest (18 ms) 2024-12-18T03:15:18.7184567Z [ RUN ] LLVM.DoubleAddTest 2024-12-18T03:15:18.7367744Z [ OK ] LLVM.DoubleAddTest (18 ms) 2024-12-18T03:15:18.7368058Z [ RUN ] LLVM.HalfAddTest 2024-12-18T03:15:18.7556274Z [ OK ] LLVM.HalfAddTest (18 ms) 2024-12-18T03:15:18.7556587Z [ RUN ] LLVM.ByteSubTest 2024-12-18T03:15:18.7743484Z [ OK ] LLVM.ByteSubTest (18 ms) 2024-12-18T03:15:18.7744073Z [ RUN ] LLVM.CharSubTest 2024-12-18T03:15:18.7930563Z [ OK ] LLVM.CharSubTest (18 ms) 2024-12-18T03:15:18.7931160Z [ RUN ] LLVM.ShortSubTest 2024-12-18T03:15:18.8118007Z [ OK ] LLVM.ShortSubTest (18 ms) 2024-12-18T03:15:18.8118564Z [ RUN ] LLVM.IntSubTest 2024-12-18T03:15:18.8305425Z [ OK ] LLVM.IntSubTest (18 ms) 2024-12-18T03:15:18.8305775Z [ RUN ] LLVM.LongSubTest 2024-12-18T03:15:18.8493568Z [ OK ] LLVM.LongSubTest (18 ms) 2024-12-18T03:15:18.8493874Z [ RUN ] LLVM.FloatSubTest 2024-12-18T03:15:18.8679095Z [ OK ] LLVM.FloatSubTest (18 ms) 2024-12-18T03:15:18.8679761Z [ RUN ] LLVM.DoubleSubTest 2024-12-18T03:15:18.8866239Z [ OK ] LLVM.DoubleSubTest (18 ms) 2024-12-18T03:15:18.8866552Z [ RUN ] LLVM.HalfSubTest 2024-12-18T03:15:18.9053236Z [ OK ] LLVM.HalfSubTest (18 ms) 2024-12-18T03:15:18.9053570Z [ RUN ] LLVM.ByteMulTest 2024-12-18T03:15:18.9240301Z [ OK ] LLVM.ByteMulTest (18 ms) 2024-12-18T03:15:18.9240893Z [ RUN ] LLVM.CharMulTest 2024-12-18T03:15:18.9427180Z [ OK ] LLVM.CharMulTest (18 ms) 2024-12-18T03:15:18.9427497Z [ RUN ] LLVM.ShortMulTest 2024-12-18T03:15:18.9610267Z [ OK ] LLVM.ShortMulTest (18 ms) 2024-12-18T03:15:18.9610584Z [ RUN ] LLVM.IntMulTest 2024-12-18T03:15:18.9798910Z [ OK ] LLVM.IntMulTest (18 ms) 2024-12-18T03:15:18.9799525Z [ RUN ] LLVM.LongMulTest 2024-12-18T03:15:18.9982184Z [ OK ] LLVM.LongMulTest (18 ms) 2024-12-18T03:15:18.9982495Z [ RUN ] LLVM.FloatMulTest 2024-12-18T03:15:19.0169194Z [ OK ] LLVM.FloatMulTest (18 ms) 2024-12-18T03:15:19.0169511Z [ RUN ] LLVM.DoubleMulTest 2024-12-18T03:15:19.0357764Z [ OK ] LLVM.DoubleMulTest (18 ms) 2024-12-18T03:15:19.0358226Z [ RUN ] LLVM.HalfMulTest 2024-12-18T03:15:19.0542550Z [ OK ] LLVM.HalfMulTest (18 ms) 2024-12-18T03:15:19.0542922Z [ RUN ] LLVM.ByteDivTest 2024-12-18T03:15:19.0729897Z [ OK ] LLVM.ByteDivTest (18 ms) 2024-12-18T03:15:19.0730302Z [ RUN ] LLVM.CharDivTest 2024-12-18T03:15:19.0914934Z [ OK ] LLVM.CharDivTest (18 ms) 2024-12-18T03:15:19.0915506Z [ RUN ] LLVM.ShortDivTest 2024-12-18T03:15:19.1099887Z [ OK ] LLVM.ShortDivTest (18 ms) 2024-12-18T03:15:19.1100236Z [ RUN ] LLVM.IntDivTest 2024-12-18T03:15:19.1287839Z [ OK ] LLVM.IntDivTest (18 ms) 2024-12-18T03:15:19.1288302Z [ RUN ] LLVM.LongDivTest 2024-12-18T03:15:19.1473251Z [ OK ] LLVM.LongDivTest (18 ms) 2024-12-18T03:15:19.1473852Z [ RUN ] LLVM.FloatDivTest 2024-12-18T03:15:19.1655158Z [ OK ] LLVM.FloatDivTest (18 ms) 2024-12-18T03:15:19.1655479Z [ RUN ] LLVM.DoubleDivTest 2024-12-18T03:15:19.1844882Z [ OK ] LLVM.DoubleDivTest (18 ms) 2024-12-18T03:15:19.1845211Z [ RUN ] LLVM.HalfDivTest 2024-12-18T03:15:19.2032318Z [ OK ] LLVM.HalfDivTest (18 ms) 2024-12-18T03:15:19.2033109Z [ RUN ] LLVM.IntToFloatCastTest 2024-12-18T03:15:19.2220265Z [ OK ] LLVM.IntToFloatCastTest (18 ms) 2024-12-18T03:15:19.2220605Z [ RUN ] LLVM.FloatToIntCastTest 2024-12-18T03:15:19.2408577Z [ OK ] LLVM.FloatToIntCastTest (18 ms) 2024-12-18T03:15:19.2408913Z [ RUN ] LLVM.IntToLongCastTest 2024-12-18T03:15:19.2592523Z [ OK ] LLVM.IntToLongCastTest (18 ms) 2024-12-18T03:15:19.2593168Z [ RUN ] LLVM.ByteToCharCastTest 2024-12-18T03:15:19.2774811Z [ OK ] LLVM.ByteToCharCastTest (18 ms) 2024-12-18T03:15:19.2775144Z [ RUN ] LLVM.HalfToLongCastTest 2024-12-18T03:15:19.2962388Z [ OK ] LLVM.HalfToLongCastTest (18 ms) 2024-12-18T03:15:19.2962728Z [ RUN ] LLVM.ByteToDoubleCastTest 2024-12-18T03:15:19.3149621Z [ OK ] LLVM.ByteToDoubleCastTest (18 ms) 2024-12-18T03:15:19.3149973Z [ RUN ] LLVM.FloatToByteCastTest 2024-12-18T03:15:19.3336810Z [ OK ] LLVM.FloatToByteCastTest (18 ms) 2024-12-18T03:15:19.3337484Z [ RUN ] LLVM.FloatToCharCastTest 2024-12-18T03:15:19.3523342Z [ OK ] LLVM.FloatToCharCastTest (18 ms) 2024-12-18T03:15:19.3523688Z [ RUN ] LLVM.ByteToFloatCastTest 2024-12-18T03:15:19.3712068Z [ OK ] LLVM.ByteToFloatCastTest (18 ms) 2024-12-18T03:15:19.3712405Z [ RUN ] LLVM.CharToFloatCastTest 2024-12-18T03:15:19.3900060Z [ OK ] LLVM.CharToFloatCastTest (18 ms) 2024-12-18T03:15:19.3900775Z [ RUN ] LLVM.BitCast 2024-12-18T03:15:19.4645894Z [ OK ] LLVM.BitCast (74 ms) 2024-12-18T03:15:19.4646212Z [ RUN ] LLVM.fastLogFloat 2024-12-18T03:15:19.5381240Z [ OK ] LLVM.fastLogFloat (73 ms) 2024-12-18T03:15:19.5381599Z [ RUN ] LLVM.LetTest01 2024-12-18T03:15:19.5570373Z [ OK ] LLVM.LetTest01 (18 ms) 2024-12-18T03:15:19.5570672Z [ RUN ] LLVM.LetTest02 2024-12-18T03:15:19.5758791Z [ OK ] LLVM.LetTest02 (18 ms) 2024-12-18T03:15:19.5759417Z [ RUN ] LLVM.LetTestMultitype 2024-12-18T03:15:19.5945338Z [ OK ] LLVM.LetTestMultitype (18 ms) 2024-12-18T03:15:19.5946136Z [ RUN ] LLVM.BufferTest 2024-12-18T03:15:19.6131287Z [ OK ] LLVM.BufferTest (18 ms) 2024-12-18T03:15:19.6131591Z [ RUN ] LLVM.BlockTest 2024-12-18T03:15:19.6318902Z [ OK ] LLVM.BlockTest (18 ms) 2024-12-18T03:15:19.6319664Z [ RUN ] LLVM.LoadStoreTest 2024-12-18T03:15:19.6506629Z [ OK ] LLVM.LoadStoreTest (18 ms) 2024-12-18T03:15:19.6507345Z [ RUN ] LLVM.IfThenElseTest 2024-12-18T03:15:19.6716640Z [ OK ] LLVM.IfThenElseTest (20 ms) 2024-12-18T03:15:19.6717387Z [ RUN ] LLVM.CondNoFalseBlockTest 2024-12-18T03:15:19.7310376Z [ OK ] LLVM.CondNoFalseBlockTest (59 ms) 2024-12-18T03:15:19.7311089Z [ RUN ] LLVM.CondTest 2024-12-18T03:15:19.7918922Z [ OK ] LLVM.CondTest (60 ms) 2024-12-18T03:15:19.7919512Z [ RUN ] LLVM.CondNestedTest 2024-12-18T03:15:19.8780209Z [ OK ] LLVM.CondNestedTest (86 ms) 2024-12-18T03:15:19.8781059Z [ RUN ] LLVM.DirectVectorization 2024-12-18T03:15:19.9222595Z [ OK ] LLVM.DirectVectorization (44 ms) 2024-12-18T03:15:19.9222988Z [ RUN ] LLVM.VecLoadStoreTest 2024-12-18T03:15:19.9412755Z [ OK ] LLVM.VecLoadStoreTest (18 ms) 2024-12-18T03:15:19.9413267Z [ RUN ] LLVM.VecFloat_erfLane4Test 2024-12-18T03:15:19.9610528Z [ OK ] LLVM.VecFloat_erfLane4Test (19 ms) 2024-12-18T03:15:19.9610866Z [ RUN ] LLVM.VecFloat_erfcLane4Test 2024-12-18T03:15:19.9805160Z [ OK ] LLVM.VecFloat_erfcLane4Test (19 ms) 2024-12-18T03:15:19.9805501Z [ RUN ] LLVM.VecFloat_acosLane4Test 2024-12-18T03:15:19.9998459Z [ OK ] LLVM.VecFloat_acosLane4Test (19 ms) 2024-12-18T03:15:19.9999300Z [ RUN ] LLVM.VecFloat_asinLane4Test 2024-12-18T03:15:20.0195019Z [ OK ] LLVM.VecFloat_asinLane4Test (19 ms) 2024-12-18T03:15:20.0195716Z [ RUN ] LLVM.VecFloat_atanLane4Test 2024-12-18T03:15:20.0393592Z [ OK ] LLVM.VecFloat_atanLane4Test (19 ms) 2024-12-18T03:15:20.0394034Z [ RUN ] LLVM.VecFloat_coshLane4Test 2024-12-18T03:15:20.0586864Z [ OK ] LLVM.VecFloat_coshLane4Test (19 ms) 2024-12-18T03:15:20.0587209Z [ RUN ] LLVM.VecFloat_sinhLane4Test 2024-12-18T03:15:20.0780691Z [ OK ] LLVM.VecFloat_sinhLane4Test (19 ms) 2024-12-18T03:15:20.0781110Z [ RUN ] LLVM.VecFloat_tanhLane4Test 2024-12-18T03:15:20.0977144Z [ OK ] LLVM.VecFloat_tanhLane4Test (19 ms) 2024-12-18T03:15:20.0977491Z [ RUN ] LLVM.VecFloat_expm1Lane4Test 2024-12-18T03:15:20.1171239Z [ OK ] LLVM.VecFloat_expm1Lane4Test (19 ms) 2024-12-18T03:15:20.1171697Z [ RUN ] LLVM.VecFloat_lgammaLane4Test 2024-12-18T03:15:20.1366395Z [ OK ] LLVM.VecFloat_lgammaLane4Test (19 ms) 2024-12-18T03:15:20.1366750Z [ RUN ] LLVM.VecFloat_erfLane8Test 2024-12-18T03:15:20.1562430Z [ OK ] LLVM.VecFloat_erfLane8Test (19 ms) 2024-12-18T03:15:20.1562875Z [ RUN ] LLVM.VecFloat_erfcLane8Test 2024-12-18T03:15:20.1757058Z [ OK ] LLVM.VecFloat_erfcLane8Test (19 ms) 2024-12-18T03:15:20.1757411Z [ RUN ] LLVM.VecFloat_acosLane8Test 2024-12-18T03:15:20.1950843Z [ OK ] LLVM.VecFloat_acosLane8Test (19 ms) 2024-12-18T03:15:20.1951460Z [ RUN ] LLVM.VecFloat_asinLane8Test 2024-12-18T03:15:20.2148094Z [ OK ] LLVM.VecFloat_asinLane8Test (19 ms) 2024-12-18T03:15:20.2148758Z [ RUN ] LLVM.VecFloat_atanLane8Test 2024-12-18T03:15:20.2342354Z [ OK ] LLVM.VecFloat_atanLane8Test (19 ms) 2024-12-18T03:15:20.2342697Z [ RUN ] LLVM.VecFloat_coshLane8Test 2024-12-18T03:15:20.2536190Z [ OK ] LLVM.VecFloat_coshLane8Test (19 ms) 2024-12-18T03:15:20.2536533Z [ RUN ] LLVM.VecFloat_sinhLane8Test 2024-12-18T03:15:20.2734353Z [ OK ] LLVM.VecFloat_sinhLane8Test (19 ms) 2024-12-18T03:15:20.2734695Z [ RUN ] LLVM.VecFloat_tanhLane8Test 2024-12-18T03:15:20.2932304Z [ OK ] LLVM.VecFloat_tanhLane8Test (19 ms) 2024-12-18T03:15:20.2932655Z [ RUN ] LLVM.VecFloat_expm1Lane8Test 2024-12-18T03:15:20.3126850Z [ OK ] LLVM.VecFloat_expm1Lane8Test (19 ms) 2024-12-18T03:15:20.3127206Z [ RUN ] LLVM.VecFloat_lgammaLane8Test 2024-12-18T03:15:20.3321370Z [ OK ] LLVM.VecFloat_lgammaLane8Test (19 ms) 2024-12-18T03:15:20.3321722Z [ RUN ] LLVM.VecDouble_erfLane2Test 2024-12-18T03:15:20.3519839Z [ OK ] LLVM.VecDouble_erfLane2Test (19 ms) 2024-12-18T03:15:20.3520181Z [ RUN ] LLVM.VecDouble_erfcLane2Test 2024-12-18T03:15:20.3714337Z [ OK ] LLVM.VecDouble_erfcLane2Test (19 ms) 2024-12-18T03:15:20.3714678Z [ RUN ] LLVM.VecDouble_acosLane2Test 2024-12-18T03:15:20.3912604Z [ OK ] LLVM.VecDouble_acosLane2Test (19 ms) 2024-12-18T03:15:20.3913703Z [ RUN ] LLVM.VecDouble_asinLane2Test 2024-12-18T03:15:20.4105829Z [ OK ] LLVM.VecDouble_asinLane2Test (19 ms) 2024-12-18T03:15:20.4106448Z [ RUN ] LLVM.VecDouble_atanLane2Test 2024-12-18T03:15:20.4305007Z [ OK ] LLVM.VecDouble_atanLane2Test (19 ms) 2024-12-18T03:15:20.4305349Z [ RUN ] LLVM.VecDouble_coshLane2Test 2024-12-18T03:15:20.4503873Z [ OK ] LLVM.VecDouble_coshLane2Test (19 ms) 2024-12-18T03:15:20.4504744Z [ RUN ] LLVM.VecDouble_sinhLane2Test 2024-12-18T03:15:20.4696543Z [ OK ] LLVM.VecDouble_sinhLane2Test (19 ms) 2024-12-18T03:15:20.4696894Z [ RUN ] LLVM.VecDouble_tanhLane2Test 2024-12-18T03:15:20.4893639Z [ OK ] LLVM.VecDouble_tanhLane2Test (19 ms) 2024-12-18T03:15:20.4893988Z [ RUN ] LLVM.VecDouble_expm1Lane2Test 2024-12-18T03:15:20.5088141Z [ OK ] LLVM.VecDouble_expm1Lane2Test (19 ms) 2024-12-18T03:15:20.5088489Z [ RUN ] LLVM.VecDouble_lgammaLane2Test 2024-12-18T03:15:20.5281861Z [ OK ] LLVM.VecDouble_lgammaLane2Test (19 ms) 2024-12-18T03:15:20.5283192Z [ RUN ] LLVM.VecDouble_erfLane4Test 2024-12-18T03:15:20.5477753Z [ OK ] LLVM.VecDouble_erfLane4Test (19 ms) 2024-12-18T03:15:20.5478618Z [ RUN ] LLVM.VecDouble_erfcLane4Test 2024-12-18T03:15:20.5672701Z [ OK ] LLVM.VecDouble_erfcLane4Test (19 ms) 2024-12-18T03:15:20.5673403Z [ RUN ] LLVM.VecDouble_acosLane4Test 2024-12-18T03:15:20.5865488Z [ OK ] LLVM.VecDouble_acosLane4Test (19 ms) 2024-12-18T03:15:20.5865940Z [ RUN ] LLVM.VecDouble_asinLane4Test 2024-12-18T03:15:20.6063610Z [ OK ] LLVM.VecDouble_asinLane4Test (19 ms) 2024-12-18T03:15:20.6063958Z [ RUN ] LLVM.VecDouble_atanLane4Test 2024-12-18T03:15:20.6261796Z [ OK ] LLVM.VecDouble_atanLane4Test (19 ms) 2024-12-18T03:15:20.6262222Z [ RUN ] LLVM.VecDouble_coshLane4Test 2024-12-18T03:15:20.6457343Z [ OK ] LLVM.VecDouble_coshLane4Test (19 ms) 2024-12-18T03:15:20.6457830Z [ RUN ] LLVM.VecDouble_sinhLane4Test 2024-12-18T03:15:20.6654390Z [ OK ] LLVM.VecDouble_sinhLane4Test (19 ms) 2024-12-18T03:15:20.6654778Z [ RUN ] LLVM.VecDouble_tanhLane4Test 2024-12-18T03:15:20.6852168Z [ OK ] LLVM.VecDouble_tanhLane4Test (19 ms) 2024-12-18T03:15:20.6852609Z [ RUN ] LLVM.VecDouble_expm1Lane4Test 2024-12-18T03:15:20.7050033Z [ OK ] LLVM.VecDouble_expm1Lane4Test (19 ms) 2024-12-18T03:15:20.7050405Z [ RUN ] LLVM.VecDouble_lgammaLane4Test 2024-12-18T03:15:20.7245996Z [ OK ] LLVM.VecDouble_lgammaLane4Test (19 ms) 2024-12-18T03:15:20.7246751Z [ RUN ] LLVM.VectorizerLoadStoreTest 2024-12-18T03:15:20.7438869Z [ OK ] LLVM.VectorizerLoadStoreTest (19 ms) 2024-12-18T03:15:20.7439567Z [ RUN ] LLVM.VectorizeBitCast 2024-12-18T03:15:20.7683392Z [ OK ] LLVM.VectorizeBitCast (24 ms) 2024-12-18T03:15:20.7684336Z [ RUN ] LLVM.MemcpyTest 2024-12-18T03:15:20.7897008Z [ OK ] LLVM.MemcpyTest (21 ms) 2024-12-18T03:15:20.7897325Z [ RUN ] LLVM.BzeroTest 2024-12-18T03:15:20.8103086Z [ OK ] LLVM.BzeroTest (20 ms) 2024-12-18T03:15:20.8103878Z [ RUN ] LLVM.ElemwiseAdd 2024-12-18T03:15:20.8405342Z [ OK ] LLVM.ElemwiseAdd (30 ms) 2024-12-18T03:15:20.8405692Z [ RUN ] LLVM.ElemwiseAddFloat 2024-12-18T03:15:20.8706806Z [ OK ] LLVM.ElemwiseAddFloat (30 ms) 2024-12-18T03:15:20.8707419Z [ RUN ] LLVM.ElemwiseLog10Float 2024-12-18T03:15:20.8952853Z [ OK ] LLVM.ElemwiseLog10Float (24 ms) 2024-12-18T03:15:20.8953267Z [ RUN ] LLVM.ElemwiseLog1pFloat 2024-12-18T03:15:20.9196609Z [ OK ] LLVM.ElemwiseLog1pFloat (24 ms) 2024-12-18T03:15:20.9197276Z [ RUN ] LLVM.ElemwiseMaxInt 2024-12-18T03:15:20.9501306Z [ OK ] LLVM.ElemwiseMaxInt (30 ms) 2024-12-18T03:15:20.9501636Z [ RUN ] LLVM.ElemwiseMinInt 2024-12-18T03:15:20.9803187Z [ OK ] LLVM.ElemwiseMinInt (30 ms) 2024-12-18T03:15:20.9803883Z [ RUN ] LLVM.ElemwiseMaxFloat 2024-12-18T03:15:21.0126707Z [ OK ] LLVM.ElemwiseMaxFloat (32 ms) 2024-12-18T03:15:21.0127052Z [ RUN ] LLVM.ElemwiseMaxNaNFloat 2024-12-18T03:15:21.0455013Z [ OK ] LLVM.ElemwiseMaxNaNFloat (32 ms) 2024-12-18T03:15:21.0455351Z [ RUN ] LLVM.ElemwiseMinFloat 2024-12-18T03:15:21.0788321Z [ OK ] LLVM.ElemwiseMinFloat (33 ms) 2024-12-18T03:15:21.0788981Z [ RUN ] LLVM.ElemwiseMinNaNFloat 2024-12-18T03:15:21.1118640Z [ OK ] LLVM.ElemwiseMinNaNFloat (33 ms) 2024-12-18T03:15:21.1119476Z [ RUN ] LLVM.ElemwiseMod 2024-12-18T03:15:21.1368257Z [ OK ] LLVM.ElemwiseMod (24 ms) 2024-12-18T03:15:21.1368714Z [ RUN ] LLVM.CompareSelectIntEQ 2024-12-18T03:15:21.1682259Z [ OK ] LLVM.CompareSelectIntEQ (31 ms) 2024-12-18T03:15:21.1683051Z [ RUN ] LLVM.CompareSelectFloatEQ 2024-12-18T03:15:21.1994732Z [ OK ] LLVM.CompareSelectFloatEQ (31 ms) 2024-12-18T03:15:21.1995080Z [ RUN ] LLVM.CompareSelectByteGT 2024-12-18T03:15:21.2329364Z [ OK ] LLVM.CompareSelectByteGT (33 ms) 2024-12-18T03:15:21.2329716Z [ RUN ] LLVM.CompareSelectByteGE 2024-12-18T03:15:21.2668906Z [ OK ] LLVM.CompareSelectByteGE (33 ms) 2024-12-18T03:15:21.2669815Z [ RUN ] LLVM.CompareSelectByteLT 2024-12-18T03:15:21.3007610Z [ OK ] LLVM.CompareSelectByteLT (33 ms) 2024-12-18T03:15:21.3008285Z [ RUN ] LLVM.CompareSelectByteLE 2024-12-18T03:15:21.3351367Z [ OK ] LLVM.CompareSelectByteLE (34 ms) 2024-12-18T03:15:21.3351692Z [ RUN ] LLVM.StoreFloat 2024-12-18T03:15:21.3537904Z [ OK ] LLVM.StoreFloat (18 ms) 2024-12-18T03:15:21.3538218Z [ RUN ] LLVM.SimpleMath01 2024-12-18T03:15:21.3860461Z [ OK ] LLVM.SimpleMath01 (32 ms) 2024-12-18T03:15:21.3860781Z [ RUN ] LLVM.ComputeMul 2024-12-18T03:15:21.4165159Z [ OK ] LLVM.ComputeMul (30 ms) 2024-12-18T03:15:21.4165465Z [ RUN ] LLVM.BroadcastAdd 2024-12-18T03:15:21.4532088Z [ OK ] LLVM.BroadcastAdd (36 ms) 2024-12-18T03:15:21.4532401Z [ RUN ] LLVM.BitwiseOps 2024-12-18T03:15:21.4720416Z [ OK ] LLVM.BitwiseOps (18 ms) 2024-12-18T03:15:21.4721040Z [ RUN ] LLVM.ArithmeticRightShift 2024-12-18T03:15:21.4903146Z [ OK ] LLVM.ArithmeticRightShift (18 ms) 2024-12-18T03:15:21.4903495Z [ RUN ] LLVM.LogicalRightShift 2024-12-18T03:15:21.5090076Z [ OK ] LLVM.LogicalRightShift (18 ms) 2024-12-18T03:15:21.5090403Z [ RUN ] LLVM.DynamicShapeAdd 2024-12-18T03:15:21.6192976Z [ OK ] LLVM.DynamicShapeAdd (110 ms) 2024-12-18T03:15:21.6193318Z [ RUN ] LLVM.BindDynamicShapeAdd 2024-12-18T03:15:21.7296367Z [ OK ] LLVM.BindDynamicShapeAdd (110 ms) 2024-12-18T03:15:21.7297079Z [ RUN ] LLVM.TensorDynamicShapeAdd 2024-12-18T03:15:21.8405013Z [ OK ] LLVM.TensorDynamicShapeAdd (110 ms) 2024-12-18T03:15:21.8405679Z [ RUN ] LLVM.DynamicShape2D 2024-12-18T03:15:21.9940890Z [ OK ] LLVM.DynamicShape2D (153 ms) 2024-12-18T03:15:21.9941223Z [ RUN ] LLVM.EmptyStmt 2024-12-18T03:15:22.0116394Z [ OK ] LLVM.EmptyStmt (17 ms) 2024-12-18T03:15:22.0116731Z [ RUN ] LLVM.EliminatedStmt 2024-12-18T03:15:22.0297896Z [ OK ] LLVM.EliminatedStmt (18 ms) 2024-12-18T03:15:22.0298220Z [ RUN ] LLVM.SimpleReduction 2024-12-18T03:15:22.1347492Z [ OK ] LLVM.SimpleReduction (104 ms) 2024-12-18T03:15:22.1348149Z [ RUN ] LLVM.RFactorReduction 2024-12-18T03:15:22.1649568Z [ OK ] LLVM.RFactorReduction (30 ms) 2024-12-18T03:15:22.1650261Z [ RUN ] LLVM.RFactorVectorizedReduction 2024-12-18T03:15:22.2185834Z [ OK ] LLVM.RFactorVectorizedReduction (53 ms) 2024-12-18T03:15:22.2186346Z [ RUN ] LLVM.SimpleParallelSS 2024-12-18T03:15:22.2447862Z [ OK ] LLVM.SimpleParallelSS (26 ms) 2024-12-18T03:15:22.2448202Z [ RUN ] LLVM.SimpleParallelSP 2024-12-18T03:15:22.2733625Z [ OK ] LLVM.SimpleParallelSP (28 ms) 2024-12-18T03:15:22.2734032Z [ RUN ] LLVM.SimpleParallelPS 2024-12-18T03:15:22.3034340Z [ OK ] LLVM.SimpleParallelPS (30 ms) 2024-12-18T03:15:22.3034683Z [ RUN ] LLVM.SimpleParallelPP 2024-12-18T03:15:22.3324142Z [ OK ] LLVM.SimpleParallelPP (28 ms) 2024-12-18T03:15:22.3324548Z [ RUN ] LLVM.CompositeParallel 2024-12-18T03:15:25.9138122Z [ OK ] LLVM.CompositeParallel (3581 ms) 2024-12-18T03:15:25.9138584Z [ RUN ] LLVM.VectorizedGEMM 2024-12-18T03:15:26.0352502Z [ OK ] LLVM.VectorizedGEMM (121 ms) 2024-12-18T03:15:26.0352915Z [ RUN ] LLVM.CallRaw 2024-12-18T03:15:26.6860728Z [ OK ] LLVM.CallRaw (650 ms) 2024-12-18T03:15:26.6861101Z [ RUN ] LLVM.CustomTarget 2024-12-18T03:15:26.7134795Z [ OK ] LLVM.CustomTarget (27 ms) 2024-12-18T03:15:26.7135338Z [ RUN ] LLVM.CodeGenKernelFuncName 2024-12-18T03:15:26.7519188Z [ OK ] LLVM.CodeGenKernelFuncName (38 ms) 2024-12-18T03:15:26.7519553Z [----------] 150 tests from LLVM (8295 ms total) 2024-12-18T03:15:26.7519785Z 2024-12-18T03:15:26.7519915Z [----------] Global test environment tear-down 2024-12-18T03:15:26.7643195Z [==========] 829 tests from 26 test suites ran. (35642 ms total) 2024-12-18T03:15:26.7643561Z [ PASSED ] 829 tests. 2024-12-18T03:15:26.7643778Z 2024-12-18T03:15:26.7643911Z YOU HAVE 5 DISABLED TESTS 2024-12-18T03:15:26.7644154Z 2024-12-18T03:15:27.0012740Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *android* ]] 2024-12-18T03:15:27.0013588Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *cuda* ]] 2024-12-18T03:15:27.0013970Z + [[ -z 1 ]] 2024-12-18T03:15:27.0014188Z + [[ 1 == \2 ]] 2024-12-18T03:15:27.0014419Z + assert_git_not_dirty 2024-12-18T03:15:27.0014755Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *rocm* ]] 2024-12-18T03:15:27.0015229Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck != *xla* ]] 2024-12-18T03:15:27.0019688Z ++ git status --porcelain 2024-12-18T03:15:27.0020911Z ++ grep -v '?? third_party' 2024-12-18T03:15:27.2648607Z ++ true 2024-12-18T03:15:27.2651505Z + git_status= 2024-12-18T03:15:27.2651930Z + [[ -n '' ]] 2024-12-18T03:15:27.2652619Z + [[ linux-focal-cuda12.1-py3-gcc9-slow-gradcheck == *xpu* ]] 2024-12-18T03:15:27.2653119Z + cleanup_workspace 2024-12-18T03:15:27.2653597Z + echo 'sudo may print the following warning message that can be ignored. The chown command will still run.' 2024-12-18T03:15:27.2654353Z sudo may print the following warning message that can be ignored. The chown command will still run. 2024-12-18T03:15:27.2654951Z + echo ' sudo: setrlimit(RLIMIT_STACK): Operation not permitted' 2024-12-18T03:15:27.2655403Z sudo: setrlimit(RLIMIT_STACK): Operation not permitted 2024-12-18T03:15:27.2655917Z + echo 'For more details refer to https://github.com/sudo-project/sudo/issues/42' 2024-12-18T03:15:27.2656492Z For more details refer to https://github.com/sudo-project/sudo/issues/42 2024-12-18T03:15:27.2656951Z + sudo chown -R 1000 /var/lib/jenkins/workspace 2024-12-18T03:15:28.0327319Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@release/2.6 2024-12-18T03:15:28.0327802Z with: 2024-12-18T03:15:28.0328049Z benchmark-results-dir: test/test-reports 2024-12-18T03:15:28.0328361Z dry-run: false 2024-12-18T03:15:28.0328591Z schema-version: v3 2024-12-18T03:15:28.0329008Z github-token: *** 2024-12-18T03:15:28.0329237Z env: 2024-12-18T03:15:28.0329449Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:28.0329770Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:28.0330298Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:28.0330769Z ##[endgroup] 2024-12-18T03:15:28.0358519Z ##[group]Run set -eux 2024-12-18T03:15:28.0358782Z set -eux 2024-12-18T03:15:28.0359050Z python3 -mpip install boto3==1.35.33 2024-12-18T03:15:28.0372944Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:28.0373317Z env: 2024-12-18T03:15:28.0373569Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:28.0373904Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:28.0374428Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:28.0374905Z ##[endgroup] 2024-12-18T03:15:28.0408436Z + python3 -mpip install boto3==1.35.33 2024-12-18T03:15:28.2828811Z Defaulting to user installation because normal site-packages is not writeable 2024-12-18T03:15:28.3012916Z Requirement already satisfied: boto3==1.35.33 in /home/ec2-user/.local/lib/python3.9/site-packages (1.35.33) 2024-12-18T03:15:28.3062728Z 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) 2024-12-18T03:15:28.3066777Z Requirement already satisfied: botocore<1.36.0,>=1.35.33 in /home/ec2-user/.local/lib/python3.9/site-packages (from boto3==1.35.33) (1.35.83) 2024-12-18T03:15:28.3070852Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from boto3==1.35.33) (0.10.4) 2024-12-18T03:15:28.3124450Z 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) 2024-12-18T03:15:28.3134386Z 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) 2024-12-18T03:15:28.3172635Z 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) 2024-12-18T03:15:28.4380607Z ##[group]Run set -eux 2024-12-18T03:15:28.4380885Z set -eux 2024-12-18T03:15:28.4381136Z  2024-12-18T03:15:28.4381404Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2024-12-18T03:15:28.4381804Z  echo "Missing github-token input" 2024-12-18T03:15:28.4382158Z  exit 1 2024-12-18T03:15:28.4382411Z fi 2024-12-18T03:15:28.4391142Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:28.4391517Z env: 2024-12-18T03:15:28.4391741Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:28.4392085Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:28.4392623Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:28.4393281Z GITHUB_TOKEN: *** 2024-12-18T03:15:28.4393512Z ##[endgroup] 2024-12-18T03:15:28.4422858Z + [[ -z *** ]] 2024-12-18T03:15:28.4473628Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2024-12-18T03:15:28.4474042Z with: 2024-12-18T03:15:28.4474381Z github-token: *** 2024-12-18T03:15:28.4474613Z env: 2024-12-18T03:15:28.4474831Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:28.4475149Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:28.4475693Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:28.4476172Z ##[endgroup] 2024-12-18T03:15:28.4500800Z ##[group]Run set -eux 2024-12-18T03:15:28.4501067Z set -eux 2024-12-18T03:15:28.4501298Z  2024-12-18T03:15:28.4501741Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2024-12-18T03:15:28.4509950Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:28.4510312Z env: 2024-12-18T03:15:28.4510535Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:28.4510869Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:28.4511400Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:28.4512013Z GITHUB_TOKEN: *** 2024-12-18T03:15:28.4512249Z ##[endgroup] 2024-12-18T03:15:28.4538970Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 12383255654 i-060ec8635a6720220 2024-12-18T03:15:29.8601433Z setting job-id=34567042508 2024-12-18T03:15:29.8602127Z setting job-name=linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T03:15:29.8712919Z ##[group]Run set -eux 2024-12-18T03:15:29.8713486Z set -eux 2024-12-18T03:15:29.8713716Z  2024-12-18T03:15:29.8714091Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2024-12-18T03:15:29.8714587Z  --schema-version "${SCHEMA_VERSION}" \ 2024-12-18T03:15:29.8714924Z  --repo "${REPO}" \ 2024-12-18T03:15:29.8715228Z  --head-branch "${HEAD_BRANCH}" \ 2024-12-18T03:15:29.8715555Z  --head-sha "${HEAD_SHA}" \ 2024-12-18T03:15:29.8715887Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2024-12-18T03:15:29.8716366Z  --run-attempt "${RUN_ATTEMPT}" \ 2024-12-18T03:15:29.8716685Z  --job-id "${JOB_ID}" \ 2024-12-18T03:15:29.8717072Z  --job-name "${JOB_NAME}" 2024-12-18T03:15:29.8726078Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:29.8726444Z env: 2024-12-18T03:15:29.8726667Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:29.8727001Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:29.8727531Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:29.8728008Z SCHEMA_VERSION: v3 2024-12-18T03:15:29.8728264Z REPO: pytorch/pytorch 2024-12-18T03:15:29.8728538Z HEAD_BRANCH: refs/heads/release/2.6 2024-12-18T03:15:29.8728885Z HEAD_SHA: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T03:15:29.8729229Z WORKFLOW_RUN_ID: 12383255654 2024-12-18T03:15:29.8729494Z RUN_ATTEMPT: 1 2024-12-18T03:15:29.8729729Z JOB_ID: 34567042508 2024-12-18T03:15:29.8730309Z JOB_NAME: linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck) 2024-12-18T03:15:29.8730940Z ##[endgroup] 2024-12-18T03:15:29.8762349Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/release/2.6/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/release/2.6 --head-sha 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 --workflow-id 12383255654 --run-attempt 1 --job-id 34567042508 --job-name 'linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck)' 2024-12-18T03:15:29.9092731Z ##[group]Run set -eux 2024-12-18T03:15:29.9092993Z set -eux 2024-12-18T03:15:29.9093218Z  2024-12-18T03:15:29.9093467Z # TODO (huydhn): Implement this part 2024-12-18T03:15:29.9093819Z echo "runners=[]" >> "${GITHUB_OUTPUT}" 2024-12-18T03:15:29.9102202Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:29.9102574Z env: 2024-12-18T03:15:29.9102792Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:29.9103131Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:29.9103862Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:29.9104343Z ##[endgroup] 2024-12-18T03:15:29.9131882Z + echo 'runners=[]' 2024-12-18T03:15:29.9162038Z ##[group]Run set -eux 2024-12-18T03:15:29.9162311Z set -eux 2024-12-18T03:15:29.9162533Z  2024-12-18T03:15:29.9162935Z # TODO (huydhn): Implement this part 2024-12-18T03:15:29.9163307Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2024-12-18T03:15:29.9171417Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:29.9171817Z env: 2024-12-18T03:15:29.9172045Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:29.9172370Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:29.9172904Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:29.9173378Z ##[endgroup] 2024-12-18T03:15:29.9199691Z + echo 'dependencies={}' 2024-12-18T03:15:29.9230498Z ##[group]Run set -eux 2024-12-18T03:15:29.9230777Z set -eux 2024-12-18T03:15:29.9231004Z  2024-12-18T03:15:29.9231267Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2024-12-18T03:15:29.9231681Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2024-12-18T03:15:29.9232133Z  # We don't want the job to fail if the directory doesn't exist 2024-12-18T03:15:29.9232506Z  exit 0 2024-12-18T03:15:29.9232730Z fi 2024-12-18T03:15:29.9232942Z  2024-12-18T03:15:29.9233178Z if [[ "${DRY_RUN}" == "true" ]]; then 2024-12-18T03:15:29.9233622Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2024-12-18T03:15:29.9234143Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2024-12-18T03:15:29.9234645Z  --metadata "${BENCHMARK_METADATA}" \ 2024-12-18T03:15:29.9234991Z  --runners "${RUNNER_INFO}" \ 2024-12-18T03:15:29.9235415Z  --dependencies "${DEPENDENCIES}" \ 2024-12-18T03:15:29.9235739Z  --dry-run 2024-12-18T03:15:29.9235987Z else 2024-12-18T03:15:29.9236350Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2024-12-18T03:15:29.9236929Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2024-12-18T03:15:29.9237341Z  --metadata "${BENCHMARK_METADATA}" \ 2024-12-18T03:15:29.9237684Z  --runners "${RUNNER_INFO}" \ 2024-12-18T03:15:29.9238022Z  --dependencies "${DEPENDENCIES}" 2024-12-18T03:15:29.9238327Z fi 2024-12-18T03:15:29.9246328Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:29.9246689Z env: 2024-12-18T03:15:29.9246909Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:29.9247241Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:29.9247765Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:29.9248327Z BENCHMARK_RESULTS_DIR: test/test-reports 2024-12-18T03:15:29.9248635Z DRY_RUN: false 2024-12-18T03:15:29.9250000Z BENCHMARK_METADATA: {"timestamp": 1734491729, "schema_version": "v3", "name": "linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/release/2.6", "head_sha": "0cdf8b1d09254cfda66191d1bd01e3041c3c76f7", "workflow_id": 12383255654, "run_attempt": 1, "job_id": 34567042508} 2024-12-18T03:15:29.9251414Z RUNNER_INFO: [] 2024-12-18T03:15:29.9251653Z DEPENDENCIES: {} 2024-12-18T03:15:29.9251889Z ##[endgroup] 2024-12-18T03:15:29.9278077Z + [[ ! -d test/test-reports ]] 2024-12-18T03:15:29.9278480Z + [[ false == \t\r\u\e ]] 2024-12-18T03:15:29.9281056Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/release/2.6/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1734491729, "schema_version": "v3", "name": "linux-focal-cuda12.1-py3-gcc9-slow-gradcheck / test (default, 1, 8, linux.g5.4xlarge.nvidia.gpu, module:slowgradcheck)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/release/2.6", "head_sha": "0cdf8b1d09254cfda66191d1bd01e3041c3c76f7", "workflow_id": 12383255654, "run_attempt": 1, "job_id": 34567042508}' --runners '[]' --dependencies '{}' 2024-12-18T03:15:30.0939654Z ##[group]Run cat test/**/*_toprint.log || true 2024-12-18T03:15:30.0940037Z cat test/**/*_toprint.log || true 2024-12-18T03:15:30.0948983Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:30.0949357Z env: 2024-12-18T03:15:30.0949581Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.0949903Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.0950436Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.0950921Z ##[endgroup] 2024-12-18T03:15:30.1038293Z cat: 'test/**/*_toprint.log': No such file or directory 2024-12-18T03:15:30.1077897Z ##[group]Run kill "$MONITOR_SCRIPT_PID" 2024-12-18T03:15:30.1078243Z kill "$MONITOR_SCRIPT_PID" 2024-12-18T03:15:30.1086804Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:30.1087167Z env: 2024-12-18T03:15:30.1087386Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.1087718Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.1088294Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.1088779Z MONITOR_SCRIPT_PID: 125893 2024-12-18T03:15:30.1089057Z ##[endgroup] 2024-12-18T03:15:30.1237768Z Prepare all required actions 2024-12-18T03:15:30.1238157Z Getting action download info 2024-12-18T03:15:30.2896171Z Download action repository 'actions/upload-artifact@v4' (SHA:6f51ac03b9356f520e9adb1b1b7802705f340c2b) 2024-12-18T03:15:30.6063778Z ##[group]Run ./.github/actions/upload-test-artifacts 2024-12-18T03:15:30.6064229Z with: 2024-12-18T03:15:30.6064577Z file-suffix: test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T03:15:30.6065001Z s3-bucket: gha-artifacts 2024-12-18T03:15:30.6065260Z env: 2024-12-18T03:15:30.6065477Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.6065799Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.6066333Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.6066800Z ##[endgroup] 2024-12-18T03:15:30.6095754Z ##[group]Run # Remove any previous test jsons if they exist 2024-12-18T03:15:30.6096217Z # Remove any previous test jsons if they exist 2024-12-18T03:15:30.6096569Z rm -f test-jsons-*.zip 2024-12-18T03:15:30.6096988Z zip -r "test-jsons-${FILE_SUFFIX}.zip" test/test-reports -i '*.json' 2024-12-18T03:15:30.6105807Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:30.6106217Z env: 2024-12-18T03:15:30.6106440Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.6106775Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.6107300Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.6107907Z FILE_SUFFIX: test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T03:15:30.6108352Z ##[endgroup] 2024-12-18T03:15:30.6174164Z adding: test/test-reports/td_exclusions-05f4e4f9faf7a6ca8e82.json (deflated 82%) 2024-12-18T03:15:30.6174786Z adding: test/test-reports/td_exclusions-4ca108c2482572767114.json (deflated 73%) 2024-12-18T03:15:30.6175389Z adding: test/test-reports/td_exclusions-dd47a6edd24a7e4ea298.json (deflated 14%) 2024-12-18T03:15:30.6175991Z adding: test/test-reports/td_exclusions-383f052bf595d2d8fd50.json (deflated 15%) 2024-12-18T03:15:30.6176593Z adding: test/test-reports/td_exclusions-93ef839780b3c49e7032.json (deflated 14%) 2024-12-18T03:15:30.6177187Z adding: test/test-reports/td_exclusions-ca26c4e959a1b51424d7.json (deflated 13%) 2024-12-18T03:15:30.6177785Z adding: test/test-reports/td_exclusions-7d85c519bb8e1afcc555.json (deflated 14%) 2024-12-18T03:15:30.6178380Z adding: test/test-reports/td_exclusions-0ea692f06c5d5333da1e.json (deflated 14%) 2024-12-18T03:15:30.6178970Z adding: test/test-reports/td_exclusions-263fe21e514c6bad16bd.json (deflated 13%) 2024-12-18T03:15:30.6179561Z adding: test/test-reports/td_exclusions-5556193242f10a4493be.json (deflated 15%) 2024-12-18T03:15:30.6180148Z adding: test/test-reports/td_exclusions-0acc17e1295f60e60596.json (deflated 14%) 2024-12-18T03:15:30.6208205Z ##[group]Run # Remove any previous test reports if they exist 2024-12-18T03:15:30.6208677Z # Remove any previous test reports if they exist 2024-12-18T03:15:30.6209048Z rm -f test-reports-*.zip 2024-12-18T03:15:30.6209503Z zip -r "test-reports-${FILE_SUFFIX}.zip" test/test-reports -i '*.xml' -i '*.csv' 2024-12-18T03:15:30.6218892Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:30.6219267Z env: 2024-12-18T03:15:30.6219482Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.6219805Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.6220332Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.6220922Z FILE_SUFFIX: test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T03:15:30.6221340Z ##[endgroup] 2024-12-18T03:15:30.6294025Z adding: test/test-reports/python-pytest/test_cuda/test_cuda-69508494cdf52ae3.xml (deflated 89%) 2024-12-18T03:15:30.6342497Z adding: test/test-reports/python-pytest/dynamo.test_dynamic_shapes/dynamo.test_dynamic_shapes-caad8fa5031322a1.xml (deflated 91%) 2024-12-18T03:15:30.6352458Z adding: test/test-reports/python-pytest/inductor.test_cpu_repro/inductor.test_cpu_repro-f4387a62ab165b59.xml (deflated 97%) 2024-12-18T03:15:30.6353436Z adding: test/test-reports/python-pytest/test_dispatch/test_dispatch-402354aa840db9f7.xml (deflated 82%) 2024-12-18T03:15:30.6354398Z adding: test/test-reports/python-pytest/torch_np.test_binary_ufuncs/torch_np.test_binary_ufuncs-9def6348f6f7671d.xml (deflated 91%) 2024-12-18T03:15:30.6355643Z adding: test/test-reports/python-pytest/inductor.test_aot_inductor_custom_ops/inductor.test_aot_inductor_custom_ops-68c6371e99ffbfcc.xml (deflated 90%) 2024-12-18T03:15:30.6358499Z adding: test/test-reports/python-pytest/inductor.test_binary_folding/inductor.test_binary_folding-7349cb9f9ffc7110.xml (deflated 97%) 2024-12-18T03:15:30.6363881Z adding: test/test-reports/python-pytest/inductor.test_gpu_cpp_wrapper/inductor.test_gpu_cpp_wrapper-2096fa98ef71f441.xml (deflated 95%) 2024-12-18T03:15:30.6390964Z adding: test/test-reports/python-pytest/inductor.test_torchinductor/inductor.test_torchinductor-7f01722aa95b36f6.xml (deflated 95%) 2024-12-18T03:15:30.6397627Z adding: test/test-reports/python-pytest/inductor.test_torchinductor_opinfo/inductor.test_torchinductor_opinfo-53a1df346921848b.xml (deflated 93%) 2024-12-18T03:15:30.6399189Z adding: test/test-reports/python-pytest/dynamo.test_base_output/dynamo.test_base_output-0c728e896c089f56.xml (deflated 82%) 2024-12-18T03:15:30.6403227Z adding: test/test-reports/python-pytest/inductor.test_cooperative_reductions/inductor.test_cooperative_reductions-ac2512f4a7607479.xml (deflated 98%) 2024-12-18T03:15:30.6404232Z adding: test/test-reports/python-pytest/dynamo.test_utils/dynamo.test_utils-69c68c2b1dd4fade.xml (deflated 64%) 2024-12-18T03:15:30.6408407Z adding: test/test-reports/python-pytest/inductor.test_select_algorithm/inductor.test_select_algorithm-ca481f13eaad51f6.xml (deflated 92%) 2024-12-18T03:15:30.6423082Z adding: test/test-reports/python-pytest/inductor.test_torchinductor_codegen_dynamic_shapes/inductor.test_torchinductor_codegen_dynamic_shapes-3f791a3c4a4b1aad.xml (deflated 96%) 2024-12-18T03:15:30.6438058Z adding: test/test-reports/python-pytest/inductor.test_torchinductor_dynamic_shapes/inductor.test_torchinductor_dynamic_shapes-9a906a8ee83b7704.xml (deflated 96%) 2024-12-18T03:15:30.6439745Z adding: test/test-reports/python-pytest/dynamo.test_autograd_function/dynamo.test_autograd_function-f1083cb4c799efed.xml (deflated 87%) 2024-12-18T03:15:30.6442223Z adding: test/test-reports/python-pytest/inductor.test_benchmark_fusion/inductor.test_benchmark_fusion-afb5b4251d2a57a8.xml (deflated 84%) 2024-12-18T03:15:30.6443291Z adding: test/test-reports/python-pytest/inductor.test_fx_fusion/inductor.test_fx_fusion-054b7eec263ce70b.xml (deflated 63%) 2024-12-18T03:15:30.6444266Z adding: test/test-reports/python-pytest/test_model_exports_to_core_aten/test_model_exports_to_core_aten-6d5bbfa9f9250f50.xml (deflated 58%) 2024-12-18T03:15:30.6451848Z adding: test/test-reports/python-pytest/inductor.test_flex_attention/inductor.test_flex_attention-79b6b4a6ccc8c49a.xml (deflated 96%) 2024-12-18T03:15:30.6457570Z adding: test/test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-dbb34e6d0f57d031.xml (deflated 92%) 2024-12-18T03:15:30.6518192Z adding: test/test-reports/python-pytest/test_ops_gradients/test_ops_gradients-3ba6efcf02fc11e8.xml (deflated 99%) 2024-12-18T03:15:30.6588728Z adding: test/test-reports/python-pytest/test_ops_gradients/test_ops_gradients-85abdc7a02aae553.xml (deflated 99%) 2024-12-18T03:15:30.6596517Z adding: test/test-reports/python-pytest/test_ops_fwd_gradients/test_ops_fwd_gradients-08e64702a9fbaf4c.xml (deflated 94%) 2024-12-18T03:15:30.6598175Z adding: test/test-reports/python-pytest/xpu.test_gemm/xpu.test_gemm-a4687945931d3178.xml (deflated 27%) 2024-12-18T03:15:30.6599393Z adding: test/test-reports/python-pytest/inductor.test_padding/inductor.test_padding-b7c7caf2b0338180.xml (deflated 87%) 2024-12-18T03:15:30.6600329Z adding: test/test-reports/python-pytest/dynamo.test_prim_hop_base/dynamo.test_prim_hop_base-c2e7c77472df6945.xml (deflated 59%) 2024-12-18T03:15:30.6601432Z adding: test/test-reports/python-pytest/dynamo.test_activation_checkpointing/dynamo.test_activation_checkpointing-f5de889d0f3bf100.xml (deflated 91%) 2024-12-18T03:15:30.6602529Z adding: test/test-reports/python-pytest/test_autograd_fallback/test_autograd_fallback-460569e7b0e905f7.xml (deflated 89%) 2024-12-18T03:15:30.6603493Z adding: test/test-reports/python-pytest/export.test_pass_infra/export.test_pass_infra-bbb13161f27c7ea5.xml (deflated 65%) 2024-12-18T03:15:30.6604346Z adding: test/test-reports/python-pytest/test_pruning_op/test_pruning_op-19f6b2ed9f9c26d3.xml (deflated 67%) 2024-12-18T03:15:30.6616052Z adding: test/test-reports/python-pytest/dynamo.test_exc/dynamo.test_exc-4c6bc032ff44218f.xml (deflated 95%) 2024-12-18T03:15:30.6617109Z adding: test/test-reports/python-pytest/dynamo.test_debug_utils/dynamo.test_debug_utils-2944665d2c784d65.xml (deflated 57%) 2024-12-18T03:15:30.6618229Z adding: test/test-reports/python-pytest/export.test_lift_unlift/export.test_lift_unlift-28fb30cb1352635b.xml (deflated 65%) 2024-12-18T03:15:30.6619282Z adding: test/test-reports/python-pytest/test_matmul_cuda/test_matmul_cuda-1eba12ada85013f2.xml (deflated 93%) 2024-12-18T03:15:30.6623445Z adding: test/test-reports/python-pytest/test_spectral_ops/test_spectral_ops-072f38df7427fcc4.xml (deflated 93%) 2024-12-18T03:15:30.6890993Z adding: test/test-reports/python-pytest/test_transformers/test_transformers-4b63d407dd13e825.xml (deflated 99%) 2024-12-18T03:15:30.6891915Z adding: test/test-reports/python-pytest/test_compile_benchmark_util/test_compile_benchmark_util-f07313bf4ede41f0.xml (deflated 44%) 2024-12-18T03:15:30.6893042Z adding: test/test-reports/python-pytest/torch_np.numpy_tests.core.test_scalarinherit/torch_np.numpy_tests.core.test_scalarinherit-c63a1fbd8b187413.xml (deflated 76%) 2024-12-18T03:15:30.6894043Z adding: test/test-reports/python-pytest/test_openmp/test_openmp-d7388b4e3836c0d9.xml (deflated 48%) 2024-12-18T03:15:30.6894890Z adding: test/test-reports/python-pytest/profiler.test_profiler/profiler.test_profiler-d62eb88db7785407.xml (deflated 83%) 2024-12-18T03:15:30.6899491Z adding: test/test-reports/python-pytest/torch_np.numpy_tests.core.test_numeric/torch_np.numpy_tests.core.test_numeric-70e0623b4cc4fb40.xml (deflated 93%) 2024-12-18T03:15:30.6900501Z adding: test/test-reports/python-pytest/test_per_overload_api/test_per_overload_api-ad31efaa60428446.xml (deflated 60%) 2024-12-18T03:15:30.6901363Z adding: test/test-reports/python-pytest/test_numpy_interop/test_numpy_interop-9881e73436703708.xml (deflated 88%) 2024-12-18T03:15:30.6902265Z adding: test/test-reports/python-pytest/nn.test_multihead_attention/nn.test_multihead_attention-509dd9e5d929751e.xml (deflated 78%) 2024-12-18T03:15:30.6903231Z adding: test/test-reports/python-pytest/functorch.test_logging/functorch.test_logging-196c95d0a0cd72c7.xml (deflated 81%) 2024-12-18T03:15:30.6904145Z adding: test/test-reports/python-pytest/test_native_functions/test_native_functions-3e2ee747e2598116.xml (deflated 91%) 2024-12-18T03:15:30.6920372Z adding: test/test-reports/python-pytest/functorch.test_control_flow/functorch.test_control_flow-5042bd6122e1b585.xml (deflated 95%) 2024-12-18T03:15:30.7170476Z adding: test/test-reports/python-pytest/test_unary_ufuncs/test_unary_ufuncs-7b8ed3db7b2a1aee.xml (deflated 97%) 2024-12-18T03:15:30.7171304Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-90edcc9675917d7a.xml (deflated 85%) 2024-12-18T03:15:30.7172078Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-d60287acafd1aeb0.xml (deflated 57%) 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test/test-reports/python-pytest/test.run_test/test.run_test-d49da76fbde09b23.xml (deflated 91%) 2024-12-18T03:15:30.7184636Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-d87ad4058a7c4ba7.xml (deflated 37%) 2024-12-18T03:15:30.7185404Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-5ab3555632f7d9fe.xml (deflated 37%) 2024-12-18T03:15:30.7186173Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-558afb531856dee8.xml (deflated 76%) 2024-12-18T03:15:30.7200415Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-cf4f5220995a95a1.xml (deflated 34%) 2024-12-18T03:15:30.7201219Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-cc8ea818721de6bd.xml (deflated 48%) 2024-12-18T03:15:30.7201995Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-77b9b2028fd997a0.xml (deflated 60%) 2024-12-18T03:15:30.7202751Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-d496301465257a7d.xml (deflated 36%) 2024-12-18T03:15:30.7203621Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-913e251719024e74.xml (deflated 72%) 2024-12-18T03:15:30.7204402Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-2b27bf7de65e2a56.xml (deflated 85%) 2024-12-18T03:15:30.7205181Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-3a36beb646bcb6f7.xml (deflated 51%) 2024-12-18T03:15:30.7205948Z adding: test/test-reports/python-pytest/test.run_test/test.run_test-953387afd9035956.xml (deflated 63%) 2024-12-18T03:15:30.7211999Z adding: test/test-reports/cpp-unittest/test_libtorch/test_api.xml (deflated 93%) 2024-12-18T03:15:30.7234694Z adding: test/test-reports/cpp-unittest/test_libtorch/test_tensorexpr.xml (deflated 93%) 2024-12-18T03:15:30.7274143Z ##[group]Run # Remove any previous usage logs if they exist 2024-12-18T03:15:30.7274590Z # Remove any previous usage logs if they exist 2024-12-18T03:15:30.7274949Z rm -f logs-*.zip 2024-12-18T03:15:30.7275389Z # this workflow is also run in bazel build test, but we dont generate usage reports for it 2024-12-18T03:15:30.7275888Z # so check to see if the file exists first 2024-12-18T03:15:30.7276233Z if [ -f 'usage_log.txt' ]; then 2024-12-18T03:15:30.7276751Z  zip "logs-${FILE_SUFFIX}.zip" 'usage_log.txt' 2024-12-18T03:15:30.7277091Z fi 2024-12-18T03:15:30.7277451Z if find "test/test-reports" -name "*.log" 2>/dev/null | grep -q .; then 2024-12-18T03:15:30.7278034Z  zip -r "logs-${FILE_SUFFIX}.zip" test/test-reports -i '*.log' 2024-12-18T03:15:30.7278465Z fi 2024-12-18T03:15:30.7287192Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:30.7287559Z env: 2024-12-18T03:15:30.7287779Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.7288108Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.7288632Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.7289239Z FILE_SUFFIX: test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T03:15:30.7289657Z ##[endgroup] 2024-12-18T03:15:30.7746368Z adding: usage_log.txt (deflated 98%) 2024-12-18T03:15:30.7816189Z adding: test/test-reports/test_cuda_1.1_47e22924d30388ad_.log (deflated 87%) 2024-12-18T03:15:30.7847193Z adding: test/test-reports/dynamo.test_dynamic_shapes_1.2_abe3f339aa4c6b45_.log (deflated 90%) 2024-12-18T03:15:30.7853478Z adding: test/test-reports/inductor.test_cpu_repro_3.4_7f6f3e30b49de81c_.log (deflated 94%) 2024-12-18T03:15:30.7854724Z adding: test/test-reports/test_dispatch_1.1_d80e0c8fbdd4a7eb_.log (deflated 77%) 2024-12-18T03:15:30.7855858Z adding: test/test-reports/torch_np.test_binary_ufuncs_1.1_a8c6175b79b34e96_.log (deflated 85%) 2024-12-18T03:15:30.7857369Z adding: test/test-reports/inductor.test_aot_inductor_custom_ops_1.1_c0071432374dbe70_.log (deflated 86%) 2024-12-18T03:15:30.7858376Z adding: test/test-reports/inductor.test_binary_folding_1.1_26272a2d3978dd8c_.log (deflated 66%) 2024-12-18T03:15:30.7861952Z adding: test/test-reports/inductor.test_gpu_cpp_wrapper_1.3_58abe9138d0c6c7a_.log (deflated 90%) 2024-12-18T03:15:30.7874586Z adding: test/test-reports/inductor.test_torchinductor_2.4_19b3c8fdf22a42c1_.log (deflated 88%) 2024-12-18T03:15:30.7888522Z adding: test/test-reports/inductor.test_torchinductor_opinfo_6.10_e816b46e5381bacc_.log (deflated 92%) 2024-12-18T03:15:30.7889250Z adding: test/test-reports/dynamo.test_base_output_1.1_0ed333a9774626fd_.log (deflated 67%) 2024-12-18T03:15:30.7892942Z adding: test/test-reports/inductor.test_cooperative_reductions_1.1_4a361052caac75a1_.log (deflated 93%) 2024-12-18T03:15:30.7893653Z adding: test/test-reports/dynamo.test_utils_1.1_69eeae5de51b4bf1_.log (deflated 70%) 2024-12-18T03:15:30.7894458Z adding: test/test-reports/inductor.test_select_algorithm_1.1_8237426bcf86e8cd_.log (deflated 78%) 2024-12-18T03:15:30.7904549Z adding: test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_3.6_5b8f9e5fc9a4b690_.log (deflated 91%) 2024-12-18T03:15:30.7913639Z adding: test/test-reports/inductor.test_torchinductor_dynamic_shapes_5.6_17b9f335823f50e2_.log (deflated 90%) 2024-12-18T03:15:30.7914657Z adding: test/test-reports/dynamo.test_autograd_function_1.1_0c7ba04de103616a_.log (deflated 83%) 2024-12-18T03:15:30.7916104Z adding: test/test-reports/inductor.test_benchmark_fusion_1.1_d9299aec1e1b411a_.log (deflated 80%) 2024-12-18T03:15:30.7916932Z adding: test/test-reports/inductor.test_fx_fusion_1.1_82e4000b86e396ff_.log (deflated 62%) 2024-12-18T03:15:30.7917666Z adding: test/test-reports/test_model_exports_to_core_aten_1.1_746a62db865d51dd_.log (deflated 52%) 2024-12-18T03:15:30.7922085Z adding: test/test-reports/inductor.test_flex_attention_1.7_7acdecc4406794da_.log (deflated 88%) 2024-12-18T03:15:30.7925716Z adding: test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_2558547ef835fccc_.log (deflated 89%) 2024-12-18T03:15:30.7939960Z adding: test/test-reports/test_ops_gradients_2.11_3ee2e13da205a39a_.log (deflated 92%) 2024-12-18T03:15:30.7954306Z adding: test/test-reports/test_ops_gradients_10.11_3abd02cdf3117db4_.log (deflated 91%) 2024-12-18T03:15:30.7963620Z adding: test/test-reports/test_ops_fwd_gradients_7.10_25c797db42f9bc55_.log (deflated 92%) 2024-12-18T03:15:30.7964373Z adding: test/test-reports/xpu.test_gemm_1.1_896b9030be5ef141_.log (deflated 48%) 2024-12-18T03:15:30.7965204Z adding: test/test-reports/inductor.test_padding_1.1_6c8fa7eeb4be5e37_.log (deflated 81%) 2024-12-18T03:15:30.7965957Z adding: test/test-reports/dynamo.test_prim_hop_base_1.1_8c143f199c513997_.log (deflated 61%) 2024-12-18T03:15:30.7966960Z adding: test/test-reports/dynamo.test_activation_checkpointing_1.1_6988fdb3f7555284_.log (deflated 83%) 2024-12-18T03:15:30.7967711Z adding: test/test-reports/test_autograd_fallback_1.1_daf836153ef841dd_.log (deflated 85%) 2024-12-18T03:15:30.7968605Z adding: test/test-reports/export.test_pass_infra_1.1_e29d60a79a68248a_.log (deflated 63%) 2024-12-18T03:15:30.7969345Z adding: test/test-reports/test_pruning_op_1.1_09cff6d403e5e417_.log (deflated 55%) 2024-12-18T03:15:30.7970083Z adding: test/test-reports/dynamo.test_exc_1.1_79962ec3b34b0801_.log (deflated 71%) 2024-12-18T03:15:30.7970816Z adding: test/test-reports/dynamo.test_debug_utils_1.1_75294e4e46c7708c_.log (deflated 59%) 2024-12-18T03:15:30.7971566Z adding: test/test-reports/export.test_lift_unlift_1.1_86dabacc39c1ac6e_.log (deflated 62%) 2024-12-18T03:15:30.7973604Z adding: test/test-reports/test_matmul_cuda_1.1_308520fe8c1a7109_.log (deflated 89%) 2024-12-18T03:15:30.7982334Z adding: test/test-reports/test_spectral_ops_1.1_c644eea2e2c0bffb_.log (deflated 93%) 2024-12-18T03:15:30.8371774Z adding: test/test-reports/test_transformers_1.1_f8d5823536dbd099_.log (deflated 98%) 2024-12-18T03:15:30.8372504Z adding: test/test-reports/test_compile_benchmark_util_1.1_980c850a7365927d_.log (deflated 53%) 2024-12-18T03:15:30.8373346Z adding: test/test-reports/torch_np.numpy_tests.core.test_scalarinherit_1.1_8bcba3dea436d159_.log (deflated 64%) 2024-12-18T03:15:30.8374048Z adding: test/test-reports/test_openmp_1.1_a155cf287446dbbb_.log (deflated 53%) 2024-12-18T03:15:30.8376257Z adding: test/test-reports/profiler.test_profiler_1.1_0d754a9c4d6ec858_.log (deflated 81%) 2024-12-18T03:15:30.8383105Z adding: test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_70c5e3e32bf7bb1c_.log (deflated 91%) 2024-12-18T03:15:30.8383832Z adding: test/test-reports/test_per_overload_api_1.1_5b8b138e5e91aab0_.log (deflated 59%) 2024-12-18T03:15:30.8384671Z adding: test/test-reports/test_numpy_interop_1.1_37c8c8e823146941_.log (deflated 85%) 2024-12-18T03:15:30.8385495Z adding: test/test-reports/nn.test_multihead_attention_1.1_26d9c67bbad9bd11_.log (deflated 83%) 2024-12-18T03:15:30.8386154Z adding: test/test-reports/functorch.test_logging_1.1_287746a531aed252_.log (deflated 52%) 2024-12-18T03:15:30.8386912Z adding: test/test-reports/test_native_functions_1.1_2dd3651bfb6cac0d_.log (deflated 74%) 2024-12-18T03:15:30.8411955Z adding: test/test-reports/functorch.test_control_flow_1.1_53f55cb893654a58_.log (deflated 95%) 2024-12-18T03:15:30.8918930Z adding: test/test-reports/test_unary_ufuncs_1.1_54ddc345dbd807aa_.log (deflated 96%) 2024-12-18T03:15:30.8919727Z adding: test/test-reports/optim.test_lrscheduler_1.1_7663cb327e0055fa_.log (deflated 7%) 2024-12-18T03:15:30.8920490Z adding: test/test-reports/cpp.Dict_test_1.1_ab7065d746634fd4_.log (deflated 85%) 2024-12-18T03:15:30.8921310Z adding: test/test-reports/cpp.Dimname_test_1.1_06f60e0fc4041ff9_.log (deflated 59%) 2024-12-18T03:15:30.8921993Z adding: test/test-reports/cpp.NamedTensor_test_1.1_fd85d023bf2b1b42_.log (deflated 71%) 2024-12-18T03:15:30.8922924Z adding: test/test-reports/cpp.apply_utils_test_1.1_501f6bfb3fc28faf_.log (deflated 65%) 2024-12-18T03:15:30.8923606Z adding: test/test-reports/cpp.atest_1.1_148b2e5a2a350c88_.log (deflated 73%) 2024-12-18T03:15:30.8924273Z adding: test/test-reports/cpp.basic_1.1_54db4d708ca09110_.log (deflated 61%) 2024-12-18T03:15:30.8924977Z adding: test/test-reports/cpp.broadcast_test_1.1_ca1df6e22cb9f3f7_.log (deflated 50%) 2024-12-18T03:15:30.8925930Z adding: test/test-reports/cpp.cpu_generator_test_1.1_4df7b32eef6167c7_.log (deflated 79%) 2024-12-18T03:15:30.8926615Z adding: test/test-reports/cpp.dlconvertor_test_1.1_1574402fe353b47a_.log (deflated 56%) 2024-12-18T03:15:30.8927498Z adding: test/test-reports/cpp.extension_backend_test_1.1_34a50d99f7fbfce4_.log (deflated 50%) 2024-12-18T03:15:30.8928218Z adding: test/test-reports/cpp.lazy_tensor_test_1.1_77c32f9653762f5a_.log (deflated 54%) 2024-12-18T03:15:30.8929082Z adding: test/test-reports/cpp.legacy_vmap_test_1.1_a56e148eee69a5cb_.log (deflated 81%) 2024-12-18T03:15:30.8929695Z adding: test/test-reports/cpp.native_test_1.1_95c73884325d0a2a_.log (deflated 53%) 2024-12-18T03:15:30.8930307Z adding: test/test-reports/cpp.operators_test_1.1_fac9d04adbfb44c2_.log (deflated 61%) 2024-12-18T03:15:30.8931048Z adding: test/test-reports/cpp.scalar_tensor_test_1.1_9288301ce166f656_.log (deflated 60%) 2024-12-18T03:15:30.8931786Z adding: test/test-reports/cpp.scalar_test_1.1_efed555255166682_.log (deflated 59%) 2024-12-18T03:15:30.8932472Z adding: test/test-reports/cpp.tensor_iterator_test_1.1_680a6d0eddde181f_.log (deflated 89%) 2024-12-18T03:15:30.8933328Z adding: test/test-reports/cpp.undefined_tensor_test_1.1_b698de58d1162106_.log (deflated 50%) 2024-12-18T03:15:30.8934031Z adding: test/test-reports/cpp.wrapdim_test_1.1_e0ba762057d2a356_.log (deflated 49%) 2024-12-18T03:15:30.8934723Z adding: test/test-reports/cpp.cuda_generator_test_1.1_4fffe3dcaea8743f_.log (deflated 74%) 2024-12-18T03:15:30.8935425Z adding: test/test-reports/cpp.cuda_half_test_1.1_2414d4ccb39c6b06_.log (deflated 49%) 2024-12-18T03:15:30.8936198Z adding: test/test-reports/cpp.cuda_vectorized_test_1.1_834b40fe9ff17f2a_.log (deflated 55%) 2024-12-18T03:15:30.8936967Z adding: test/test-reports/cpp.cuda_distributions_test_1.1_4242f1471059c73c_.log (deflated 64%) 2024-12-18T03:15:30.8937697Z adding: test/test-reports/cpp.cuda_optional_test_1.1_f0fbe852936fc397_.log (deflated 50%) 2024-12-18T03:15:30.8938434Z adding: test/test-reports/cpp.cuda_complex_test_1.1_39b4624567284de5_.log (deflated 70%) 2024-12-18T03:15:30.8939095Z adding: test/test-reports/cpp.cuda_complex_math_test_1.1_1132e678e221c706_.log (deflated 82%) 2024-12-18T03:15:30.8939728Z adding: test/test-reports/cpp.cuda_cub_test_1.1_363c1f3a9f325189_.log (deflated 56%) 2024-12-18T03:15:30.8940358Z adding: test/test-reports/cpp.cuda_atomic_ops_test_1.1_2d8da8434b5cb790_.log (deflated 62%) 2024-12-18T03:15:30.8970823Z ##[group]Run # Remove any previous debugging artifacts if they exist 2024-12-18T03:15:30.8971314Z # Remove any previous debugging artifacts if they exist 2024-12-18T03:15:30.8971696Z rm -f debug-*.zip 2024-12-18T03:15:30.8971968Z if [ -d 'test/debug' ]; then 2024-12-18T03:15:30.8972314Z  zip -r "debug-${FILE_SUFFIX}.zip" test/debug 2024-12-18T03:15:30.8972642Z fi 2024-12-18T03:15:30.8981114Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:30.8981476Z env: 2024-12-18T03:15:30.8981698Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.8982023Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.8982546Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.8983143Z FILE_SUFFIX: test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508 2024-12-18T03:15:30.8983553Z ##[endgroup] 2024-12-18T03:15:30.9068069Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T03:15:30.9068393Z with: 2024-12-18T03:15:30.9068626Z s3-bucket: gha-artifacts 2024-12-18T03:15:30.9068954Z s3-prefix: pytorch/pytorch/12383255654/1/artifact 2024-12-18T03:15:30.9069300Z retention-days: 14 2024-12-18T03:15:30.9069562Z if-no-files-found: warn 2024-12-18T03:15:30.9069828Z path: test-jsons-*.zip 2024-12-18T03:15:30.9070091Z name: artifact 2024-12-18T03:15:30.9070325Z region: us-east-1 2024-12-18T03:15:30.9070559Z env: 2024-12-18T03:15:30.9070776Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:30.9071100Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:30.9071808Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:30.9072290Z ##[endgroup] 2024-12-18T03:15:31.2819937Z NOTE: s3-prefix specified, ignoring name parameter 2024-12-18T03:15:31.2820373Z With the provided path, there will be 1 file uploaded 2024-12-18T03:15:31.2821054Z Uploading to s3 prefix: pytorch/pytorch/12383255654/1/artifact 2024-12-18T03:15:31.2878886Z Starting upload of test-jsons-test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508.zip 2024-12-18T03:15:31.4021732Z Finished upload of test-jsons-test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508.zip 2024-12-18T03:15:31.4309899Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T03:15:31.4310230Z with: 2024-12-18T03:15:31.4310442Z s3-bucket: gha-artifacts 2024-12-18T03:15:31.4310758Z s3-prefix: pytorch/pytorch/12383255654/1/artifact 2024-12-18T03:15:31.4311093Z retention-days: 14 2024-12-18T03:15:31.4311349Z if-no-files-found: error 2024-12-18T03:15:31.4311637Z path: test-reports-*.zip 2024-12-18T03:15:31.4311893Z name: artifact 2024-12-18T03:15:31.4312128Z region: us-east-1 2024-12-18T03:15:31.4312356Z env: 2024-12-18T03:15:31.4312579Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:31.4312905Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:31.4313791Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:31.4314275Z ##[endgroup] 2024-12-18T03:15:31.7580118Z NOTE: s3-prefix specified, ignoring name parameter 2024-12-18T03:15:31.7580591Z With the provided path, there will be 1 file uploaded 2024-12-18T03:15:31.7581015Z Uploading to s3 prefix: pytorch/pytorch/12383255654/1/artifact 2024-12-18T03:15:31.7638938Z Starting upload of test-reports-test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508.zip 2024-12-18T03:15:32.2890569Z Finished upload of test-reports-test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508.zip 2024-12-18T03:15:32.3178764Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T03:15:32.3179109Z with: 2024-12-18T03:15:32.3179334Z s3-bucket: gha-artifacts 2024-12-18T03:15:32.3179653Z s3-prefix: pytorch/pytorch/12383255654/1/artifact 2024-12-18T03:15:32.3179997Z retention-days: 14 2024-12-18T03:15:32.3180248Z if-no-files-found: ignore 2024-12-18T03:15:32.3180532Z path: logs-*.zip 2024-12-18T03:15:32.3180767Z name: artifact 2024-12-18T03:15:32.3180999Z region: us-east-1 2024-12-18T03:15:32.3181228Z env: 2024-12-18T03:15:32.3181436Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:32.3181763Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:32.3182295Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:32.3182766Z ##[endgroup] 2024-12-18T03:15:32.6449259Z NOTE: s3-prefix specified, ignoring name parameter 2024-12-18T03:15:32.6449693Z With the provided path, there will be 1 file uploaded 2024-12-18T03:15:32.6450128Z Uploading to s3 prefix: pytorch/pytorch/12383255654/1/artifact 2024-12-18T03:15:32.6507346Z Starting upload of logs-test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508.zip 2024-12-18T03:15:32.8468515Z Finished upload of logs-test-default-1-8-linux.g5.4xlarge.nvidia.gpu_34567042508.zip 2024-12-18T03:15:32.8754423Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T03:15:32.8754764Z with: 2024-12-18T03:15:32.8754978Z s3-bucket: gha-artifacts 2024-12-18T03:15:32.8755293Z s3-prefix: pytorch/pytorch/12383255654/1/artifact 2024-12-18T03:15:32.8755630Z retention-days: 14 2024-12-18T03:15:32.8755885Z if-no-files-found: ignore 2024-12-18T03:15:32.8756154Z path: debug-*.zip 2024-12-18T03:15:32.8756380Z name: artifact 2024-12-18T03:15:32.8756607Z region: us-east-1 2024-12-18T03:15:32.8756834Z env: 2024-12-18T03:15:32.8757045Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:32.8757376Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:32.8757905Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:32.8758569Z ##[endgroup] 2024-12-18T03:15:33.1970326Z No files were found with the provided path: debug-*.zip. No artifacts will be uploaded. 2024-12-18T03:15:33.2279539Z ##[group]Run # shellcheck disable=SC2156 2024-12-18T03:15:33.2279906Z # shellcheck disable=SC2156 2024-12-18T03:15:33.2280553Z find . -iname "core.[1-9]*" -exec docker exec "${DOCKER_CONTAINER_ID}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \; 2024-12-18T03:15:33.2289704Z shell: /usr/bin/bash -e {0} 2024-12-18T03:15:33.2289982Z env: 2024-12-18T03:15:33.2290195Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:33.2290517Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:33.2291042Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:33.2291518Z ##[endgroup] 2024-12-18T03:15:33.5015077Z ##[group]Run pytorch/test-infra/.github/actions/teardown-linux@release/2.6 2024-12-18T03:15:33.5015511Z with: 2024-12-18T03:15:33.5015715Z env: 2024-12-18T03:15:33.5015918Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:33.5016264Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:33.5016787Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:33.5017269Z ##[endgroup] 2024-12-18T03:15:33.5041624Z ##[group]Run set -eou pipefail 2024-12-18T03:15:33.5041944Z set -eou pipefail 2024-12-18T03:15:33.5042202Z  2024-12-18T03:15:33.5042542Z echo "Holding runner for 2 hours until all ssh sessions have logged out" 2024-12-18T03:15:33.5043081Z for _ in $(seq 1440); do 2024-12-18T03:15:33.5043400Z  # Break if no ssh session exists anymore 2024-12-18T03:15:33.5043734Z  if [ "$(who)" = "" ]; then 2024-12-18T03:15:33.5044017Z  break 2024-12-18T03:15:33.5044279Z  fi 2024-12-18T03:15:33.5044502Z  echo "." 2024-12-18T03:15:33.5044739Z  sleep 5 2024-12-18T03:15:33.5044977Z done 2024-12-18T03:15:33.5053761Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:33.5054125Z env: 2024-12-18T03:15:33.5054346Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:33.5054674Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:33.5055212Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:33.5055686Z ##[endgroup] 2024-12-18T03:15:33.5088088Z Holding runner for 2 hours until all ssh sessions have logged out 2024-12-18T03:15:33.5149380Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T03:15:33.5149906Z # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T03:15:33.5150311Z # shellcheck disable=SC2046 2024-12-18T03:15:33.5150648Z docker stop $(docker ps -q) || true 2024-12-18T03:15:33.5150992Z # Prune all of the docker images 2024-12-18T03:15:33.5151311Z docker system prune -af 2024-12-18T03:15:33.5160424Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:33.5160792Z env: 2024-12-18T03:15:33.5161015Z GIT_DEFAULT_BRANCH: main 2024-12-18T03:15:33.5161352Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T03:15:33.5161883Z DOCKER_CONTAINER_ID: f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:33.5162378Z ##[endgroup] 2024-12-18T03:15:34.2058270Z f382ce56b7a6 2024-12-18T03:15:37.4601883Z Deleted Containers: 2024-12-18T03:15:37.4602362Z f382ce56b7a6f073d74bdfe50aa103f090f3def9afc1005e59bfa58d1fc39797 2024-12-18T03:15:37.4602695Z 2024-12-18T03:15:48.6068257Z Deleted Images: 2024-12-18T03:15:48.6069138Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T03:15:48.6070414Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9@sha256:63bd2bac82cd1a2264cb08667f3fbd7aea4c42efecbbb05b3ab23b807a0eb6b3 2024-12-18T03:15:48.6071417Z deleted: sha256:b65eb04d202d09d38288537c826a71634f9f27efa0032af3404735ce099bb5b5 2024-12-18T03:15:48.6072235Z deleted: 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sha256:6c3e7df31590f02f10cb71fc4eb27653e9b428df2e6e5421a455b062bd2e39f9 2024-12-18T03:15:48.6124043Z 2024-12-18T03:15:48.6124156Z Total reclaimed space: 36.56GB 2024-12-18T03:15:48.6187273Z Post job cleanup. 2024-12-18T03:15:48.6236370Z Post job cleanup. 2024-12-18T03:15:48.7000307Z [command]/usr/bin/git version 2024-12-18T03:15:48.7038142Z git version 2.40.1 2024-12-18T03:15:48.7079822Z Temporarily overriding HOME='/home/ec2-user/actions-runner/_work/_temp/e6bf8876-62f9-4d6a-ad94-45db2e8a9d50' before making global git config changes 2024-12-18T03:15:48.7080710Z Adding repository directory to the temporary git global config as a safe directory 2024-12-18T03:15:48.7084802Z [command]/usr/bin/git config --global --add safe.directory /home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T03:15:48.7118901Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2024-12-18T03:15:48.7148520Z [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' || :" 2024-12-18T03:15:48.7509787Z Entering 'android/libs/fbjni' 2024-12-18T03:15:48.7578727Z Entering 'third_party/FP16' 2024-12-18T03:15:48.7647256Z Entering 'third_party/FXdiv' 2024-12-18T03:15:48.7715666Z Entering 'third_party/NNPACK' 2024-12-18T03:15:48.7787635Z Entering 'third_party/NVTX' 2024-12-18T03:15:48.7856017Z Entering 'third_party/VulkanMemoryAllocator' 2024-12-18T03:15:48.7929925Z Entering 'third_party/XNNPACK' 2024-12-18T03:15:48.8011423Z Entering 'third_party/benchmark' 2024-12-18T03:15:48.8080285Z Entering 'third_party/composable_kernel' 2024-12-18T03:15:48.8154230Z Entering 'third_party/cpp-httplib' 2024-12-18T03:15:48.8226666Z Entering 'third_party/cpuinfo' 2024-12-18T03:15:48.8296234Z Entering 'third_party/cudnn_frontend' 2024-12-18T03:15:48.8365850Z Entering 'third_party/cutlass' 2024-12-18T03:15:48.8444913Z Entering 'third_party/eigen' 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'third_party/kineto' 2024-12-18T03:15:48.9557931Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2024-12-18T03:15:48.9624551Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2024-12-18T03:15:48.9694364Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2024-12-18T03:15:48.9764633Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2024-12-18T03:15:48.9832516Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2024-12-18T03:15:48.9906319Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2024-12-18T03:15:48.9979677Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2024-12-18T03:15:49.0050661Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2024-12-18T03:15:49.0118740Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2024-12-18T03:15:49.0191095Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2024-12-18T03:15:49.0262264Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2024-12-18T03:15:49.0331256Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2024-12-18T03:15:49.0401682Z Entering 'third_party/mimalloc' 2024-12-18T03:15:49.0474660Z Entering 'third_party/nccl/nccl' 2024-12-18T03:15:49.0547502Z Entering 'third_party/nlohmann' 2024-12-18T03:15:49.0618928Z Entering 'third_party/onnx' 2024-12-18T03:15:49.0700700Z Entering 'third_party/onnx/third_party/pybind11' 2024-12-18T03:15:49.0780350Z Entering 'third_party/opentelemetry-cpp' 2024-12-18T03:15:49.0850489Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2024-12-18T03:15:49.0917031Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2024-12-18T03:15:49.0982280Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2024-12-18T03:15:49.1048318Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2024-12-18T03:15:49.1116502Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2024-12-18T03:15:49.1180941Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2024-12-18T03:15:49.1248060Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2024-12-18T03:15:49.1311475Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2024-12-18T03:15:49.1386453Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2024-12-18T03:15:49.1457717Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2024-12-18T03:15:49.1546320Z Entering 'third_party/pocketfft' 2024-12-18T03:15:49.1619498Z Entering 'third_party/protobuf' 2024-12-18T03:15:49.1689533Z Entering 'third_party/protobuf/third_party/benchmark' 2024-12-18T03:15:49.1758660Z Entering 'third_party/protobuf/third_party/googletest' 2024-12-18T03:15:49.1832750Z Entering 'third_party/psimd' 2024-12-18T03:15:49.1900106Z Entering 'third_party/pthreadpool' 2024-12-18T03:15:49.1968527Z Entering 'third_party/pybind11' 2024-12-18T03:15:49.2038346Z Entering 'third_party/python-peachpy' 2024-12-18T03:15:49.2106226Z Entering 'third_party/sleef' 2024-12-18T03:15:49.2175438Z Entering 'third_party/tensorpipe' 2024-12-18T03:15:49.2243132Z Entering 'third_party/tensorpipe/third_party/googletest' 2024-12-18T03:15:49.2314242Z Entering 'third_party/tensorpipe/third_party/libnop' 2024-12-18T03:15:49.2379553Z Entering 'third_party/tensorpipe/third_party/libuv' 2024-12-18T03:15:49.2446755Z Entering 'third_party/tensorpipe/third_party/pybind11' 2024-12-18T03:15:49.2509948Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2024-12-18T03:15:49.2610277Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2024-12-18T03:15:49.2632684Z http.https://github.com/.extraheader 2024-12-18T03:15:49.2643036Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2024-12-18T03:15:49.2675301Z [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' || :" 2024-12-18T03:15:49.3029483Z Entering 'android/libs/fbjni' 2024-12-18T03:15:49.3095984Z http.https://github.com/.extraheader 2024-12-18T03:15:49.3118684Z Entering 'third_party/FP16' 2024-12-18T03:15:49.3162624Z http.https://github.com/.extraheader 2024-12-18T03:15:49.3210115Z Entering 'third_party/FXdiv' 2024-12-18T03:15:49.3254494Z http.https://github.com/.extraheader 2024-12-18T03:15:49.3298899Z Entering 'third_party/NNPACK' 2024-12-18T03:15:49.3344165Z http.https://github.com/.extraheader 2024-12-18T03:15:49.3389974Z Entering 'third_party/NVTX' 2024-12-18T03:15:49.3434761Z http.https://github.com/.extraheader 2024-12-18T03:15:49.3478340Z Entering 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http.https://github.com/.extraheader 2024-12-18T03:15:49.4228340Z Entering 'third_party/eigen' 2024-12-18T03:15:49.4272055Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4317547Z Entering 'third_party/fbgemm' 2024-12-18T03:15:49.4361381Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4404967Z Entering 'third_party/fbgemm/third_party/asmjit' 2024-12-18T03:15:49.4449340Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4494003Z Entering 'third_party/fbgemm/third_party/cpuinfo' 2024-12-18T03:15:49.4537410Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4580049Z Entering 'third_party/fbgemm/third_party/cutlass' 2024-12-18T03:15:49.4623651Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4673194Z Entering 'third_party/fbgemm/third_party/googletest' 2024-12-18T03:15:49.4715721Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4758336Z Entering 'third_party/fbgemm/third_party/hipify_torch' 2024-12-18T03:15:49.4800772Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4846927Z Entering 'third_party/flatbuffers' 2024-12-18T03:15:49.4890247Z http.https://github.com/.extraheader 2024-12-18T03:15:49.4937785Z Entering 'third_party/fmt' 2024-12-18T03:15:49.4981095Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5025786Z Entering 'third_party/gemmlowp/gemmlowp' 2024-12-18T03:15:49.5069571Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5112681Z Entering 'third_party/gloo' 2024-12-18T03:15:49.5156631Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5199409Z Entering 'third_party/googletest' 2024-12-18T03:15:49.5243235Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5286602Z Entering 'third_party/ideep' 2024-12-18T03:15:49.5329854Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5370469Z Entering 'third_party/ideep/mkl-dnn' 2024-12-18T03:15:49.5412095Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5463335Z Entering 'third_party/ittapi' 2024-12-18T03:15:49.5505861Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5548633Z Entering 'third_party/kineto' 2024-12-18T03:15:49.5590888Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5632263Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2024-12-18T03:15:49.5676959Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5721103Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2024-12-18T03:15:49.5764960Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5811493Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2024-12-18T03:15:49.5854915Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5900194Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2024-12-18T03:15:49.5944317Z http.https://github.com/.extraheader 2024-12-18T03:15:49.5989353Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2024-12-18T03:15:49.6034036Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6079320Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2024-12-18T03:15:49.6128299Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6177983Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2024-12-18T03:15:49.6221882Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6266001Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2024-12-18T03:15:49.6308502Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6355356Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2024-12-18T03:15:49.6397626Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6444888Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2024-12-18T03:15:49.6487382Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6534691Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2024-12-18T03:15:49.6577258Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6620549Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2024-12-18T03:15:49.6663524Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6712190Z Entering 'third_party/mimalloc' 2024-12-18T03:15:49.6756308Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6799862Z Entering 'third_party/nccl/nccl' 2024-12-18T03:15:49.6844303Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6889582Z Entering 'third_party/nlohmann' 2024-12-18T03:15:49.6933807Z http.https://github.com/.extraheader 2024-12-18T03:15:49.6979785Z Entering 'third_party/onnx' 2024-12-18T03:15:49.7024967Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7082736Z Entering 'third_party/onnx/third_party/pybind11' 2024-12-18T03:15:49.7128692Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7178111Z Entering 'third_party/opentelemetry-cpp' 2024-12-18T03:15:49.7224602Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7268944Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2024-12-18T03:15:49.7311683Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7360013Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2024-12-18T03:15:49.7402978Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7447107Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2024-12-18T03:15:49.7489916Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7534578Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2024-12-18T03:15:49.7577512Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7622790Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2024-12-18T03:15:49.7665675Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7708015Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2024-12-18T03:15:49.7751558Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7794867Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2024-12-18T03:15:49.7839679Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7882586Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2024-12-18T03:15:49.7925829Z http.https://github.com/.extraheader 2024-12-18T03:15:49.7970602Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2024-12-18T03:15:49.8014127Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8060804Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2024-12-18T03:15:49.8103355Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8174333Z Entering 'third_party/pocketfft' 2024-12-18T03:15:49.8220686Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8262177Z Entering 'third_party/protobuf' 2024-12-18T03:15:49.8311108Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8361592Z Entering 'third_party/protobuf/third_party/benchmark' 2024-12-18T03:15:49.8404238Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8447837Z Entering 'third_party/protobuf/third_party/googletest' 2024-12-18T03:15:49.8489956Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8540996Z Entering 'third_party/psimd' 2024-12-18T03:15:49.8586611Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8629800Z Entering 'third_party/pthreadpool' 2024-12-18T03:15:49.8674121Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8718121Z Entering 'third_party/pybind11' 2024-12-18T03:15:49.8764763Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8806511Z Entering 'third_party/python-peachpy' 2024-12-18T03:15:49.8851089Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8894896Z Entering 'third_party/sleef' 2024-12-18T03:15:49.8939298Z http.https://github.com/.extraheader 2024-12-18T03:15:49.8981576Z Entering 'third_party/tensorpipe' 2024-12-18T03:15:49.9025332Z http.https://github.com/.extraheader 2024-12-18T03:15:49.9067922Z Entering 'third_party/tensorpipe/third_party/googletest' 2024-12-18T03:15:49.9110529Z http.https://github.com/.extraheader 2024-12-18T03:15:49.9153654Z Entering 'third_party/tensorpipe/third_party/libnop' 2024-12-18T03:15:49.9200157Z http.https://github.com/.extraheader 2024-12-18T03:15:49.9243571Z Entering 'third_party/tensorpipe/third_party/libuv' 2024-12-18T03:15:49.9290620Z http.https://github.com/.extraheader 2024-12-18T03:15:49.9334691Z Entering 'third_party/tensorpipe/third_party/pybind11' 2024-12-18T03:15:49.9376529Z http.https://github.com/.extraheader 2024-12-18T03:15:49.9418308Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2024-12-18T03:15:49.9461205Z http.https://github.com/.extraheader 2024-12-18T03:15:49.9623433Z A job completed hook has been configured by the self-hosted runner administrator 2024-12-18T03:15:49.9651666Z ##[group]Run '/home/ec2-user/runner-scripts/after_job.sh' 2024-12-18T03:15:49.9659562Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T03:15:49.9659942Z ##[endgroup] 2024-12-18T03:15:49.9758767Z [!ALERT!] Swap in detected! [!ALERT!] 2024-12-18T03:16:01.5869113Z [!ALERT!] Swap out detected [!ALERT!] 2024-12-18T03:16:20.0495986Z Cleaning up orphan processes